Awesome Python

Hand-picked awesome Python libraries and frameworks, organised by category 🐍

Interactive version: www.awesomepython.org

Updated 12 Aug 2024

Categories

• Newly Created Repositories - Awesome Python is regularly updated, and this category lists the most recently created GitHub repositories from all the other repositories here (10 repos)
• Code Quality - Code quality tooling: linters, formatters, pre-commit hooks, unused code removal (17 repos)
• Crypto and Blockchain - Cryptocurrency and blockchain libraries: trading bots, API integration, Ethereum virtual machine, solidity (13 repos)
• Data - General data libraries: data processing, serialisation, formats, databases, SQL, connectors, web crawlers, data generation/augmentation/checks (101 repos)
• Debugging - Debugging and tracing tools (9 repos)
• Diffusion Text to Image - Text-to-image diffusion model libraries, tools and apps for generating images from natural language (42 repos)
• Finance - Financial and quantitative libraries: investment research tools, market data, algorithmic trading, backtesting, financial derivatives (31 repos)
• Game Development - Game development tools, engines and libraries (6 repos)
• GIS - Geospatial libraries: raster and vector data formats, interactive mapping and visualisation, computing frameworks for processing images, projections (29 repos)
• Graph - Graphs and network libraries: network analysis, graph machine learning, visualisation (6 repos)
• GUI - Graphical user interface libraries and toolkits (8 repos)
• Jupyter - Jupyter and JupyterLab and Notebook tools, libraries and plugins (24 repos)
• LLMs and ChatGPT - Large language model and GPT libraries and frameworks: auto-gpt, agents, QnA, chain-of-thought workflows, API integations. Also see the Natural Language Processing category for crossover (259 repos)
• Math and Science - Mathematical, numerical and scientific libraries (23 repos)
• Machine Learning - General - General and classical machine learning libraries. See below for other sections covering specialised ML areas (157 repos)
• Machine Learning - Deep Learning - Machine learning libraries that cross over with deep learning in some way (76 repos)
• Machine Learning - Interpretability - Machine learning interpretability libraries. Covers explainability, prediction explainations, dashboards, understanding knowledge development in training (20 repos)
• Machine Learning - Ops - MLOps tools, frameworks and libraries: intersection of machine learning, data engineering and DevOps; deployment, health, diagnostics and governance of ML models (44 repos)
• Machine Learning - Reinforcement - Machine learning libraries and toolkits that cross over with reinforcement learning in some way: agent reinforcement learning, agent environemnts, RLHF (22 repos)
• Machine Learning - Time Series - Machine learning and classical timeseries libraries: forecasting, seasonality, anomaly detection, econometrics (19 repos)
• Natural Language Processing - Natural language processing libraries and toolkits: text processing, topic modelling, tokenisers, chatbots. Also see the LLMs and ChatGPT category for crossover (82 repos)
• Packaging - Python packaging, dependency management and bundling (28 repos)
• Pandas - Pandas and dataframe libraries: data analysis, statistical reporting, pandas GUIs, pandas performance optimisations (24 repos)
• Performance - Performance, parallelisation and low level libraries (28 repos)
• Profiling - Memory and CPU/GPU profiling tools and libraries (11 repos)
• Security - Security related libraries: vulnerability discovery, SQL injection, environment auditing (14 repos)
• Simulation - Simulation libraries: robotics, economic, agent-based, traffic, physics, astronomy, chemistry, quantum simulation. Also see the Maths and Science category for crossover (28 repos)
• Study - Miscellaneous study resources: algorithms, general resources, system design, code repos for textbooks, best practices, tutorials (55 repos)
• Template - Template tools and libraries: cookiecutter repos, generators, quick-starts (9 repos)
• Terminal - Terminal and console tools and libraries: CLI tools, terminal based formatters, progress bars (15 repos)
• Testing - Testing libraries: unit testing, load testing, acceptance testing, code coverage, browser automation, plugins (24 repos)
• Typing - Typing libraries: static and run-time type checking, annotations (12 repos)
• Utility - General utility libraries: miscellaneous tools, linters, code formatters, version management, package tools, documentation tools (197 repos)
• Vizualisation - Vizualisation tools and libraries. Application frameworks, 2D/3D plotting, dashboards, WebGL (33 repos)
• Web - Web related frameworks and libraries: webapp servers, WSGI, ASGI, asyncio, HTTP, REST, user management (58 repos)

Newly Created Repositories

Awesome Python is regularly updated, and this category lists the most recently created GitHub repositories from all the other repositories here.

1. naklecha/llama3-from-scratch ⭐ 11,767
   llama3 implementation one matrix multiplication at a time

2. codium-ai/cover-agent ⭐ 4,101
   CodiumAI Cover-Agent: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
   🔗 www.codium.ai

3. blealtan/efficient-kan ⭐ 3,720
   An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

4. meta-llama/llama-agentic-system ⭐ 2,909
   Agentic components of the Llama Stack APIs

5. lm-sys/RouteLLM ⭐ 2,675
   A framework for serving and evaluating LLM routers - save LLM costs without compromising quality!

6. mistralai/mistral-finetune ⭐ 2,606
   A light-weight codebase that enables memory-efficient and performant finetuning of Mistral's models. It is based on LoRA.

7. thudm/CogVLM2 ⭐ 1,738
   GPT4V-level open-source multi-modal model based on Llama3-8B

8. facebookresearch/chameleon ⭐ 1,668
   Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.
   🔗 arxiv.org/abs/2405.09818

9. mlfoundations/dclm ⭐ 1,024
   DataComp for Language Models

10. likejazz/llama3.np ⭐ 943
    llama3.np is a pure NumPy implementation for Llama 3 model.

Code Quality

Code quality tooling: linters, formatters, pre-commit hooks, unused code removal.

1. psf/black ⭐ 38,144
   The uncompromising Python code formatter
   🔗 black.readthedocs.io/en/stable

2. astral-sh/ruff ⭐ 29,753
   An extremely fast Python linter and code formatter, written in Rust.
   🔗 docs.astral.sh/ruff

3. google/yapf ⭐ 13,708
   A formatter for Python files

4. pre-commit/pre-commit ⭐ 12,555
   A framework for managing and maintaining multi-language pre-commit hooks.
   🔗 pre-commit.com

5. sqlfluff/sqlfluff ⭐ 7,492
   A modular SQL linter and auto-formatter with support for multiple dialects and templated code.
   🔗 www.sqlfluff.com

6. pycqa/isort ⭐ 6,418
   A Python utility / library to sort imports.
   🔗 pycqa.github.io/isort

7. davidhalter/jedi ⭐ 5,740
   Awesome autocompletion, static analysis and refactoring library for python
   🔗 jedi.readthedocs.io

8. pycqa/pylint ⭐ 5,222
   It's not just a linter that annoys you!
   🔗 pylint.readthedocs.io/en/latest

9. asottile/pyupgrade ⭐ 3,447
   A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.

10. pycqa/flake8 ⭐ 3,377
    flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
    🔗 flake8.pycqa.org

11. jendrikseipp/vulture ⭐ 3,357
    Find dead Python code

12. wemake-services/wemake-python-styleguide ⭐ 2,481
    The strictest and most opinionated python linter ever!
    🔗 wemake-python-styleguide.rtfd.io

13. codespell-project/codespell ⭐ 1,830
    check code for common misspellings

14. python-lsp/python-lsp-server ⭐ 1,812
    Fork of the python-language-server project, maintained by the Spyder IDE team and the community

15. sourcery-ai/sourcery ⭐ 1,513
    Instant AI code reviews
    🔗 sourcery.ai

16. akaihola/darker ⭐ 629
    Apply black reformatting to Python files only in regions changed since a given commit. For a practical usage example, see the blog post at https://dev.to/akaihola/improving-python-code-incrementally-3f7a
    🔗 pypi.org/project/darker

17. tconbeer/sqlfmt ⭐ 382
    sqlfmt formats your dbt SQL files so you don't have to
    🔗 sqlfmt.com

Crypto and Blockchain

Cryptocurrency and blockchain libraries: trading bots, API integration, Ethereum virtual machine, solidity.

1. ccxt/ccxt ⭐ 32,194
   A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges
   🔗 docs.ccxt.com

2. freqtrade/freqtrade ⭐ 27,405
   Free, open source crypto trading bot
   🔗 www.freqtrade.io

3. crytic/slither ⭐ 5,187
   Static Analyzer for Solidity and Vyper
   🔗 blog.trailofbits.com/2018/10/19/slither-a-solidity-static-analysis-framework

4. ethereum/web3.py ⭐ 4,918
   A python interface for interacting with the Ethereum blockchain and ecosystem.
   🔗 web3py.readthedocs.io

5. ethereum/consensus-specs ⭐ 3,507
   Ethereum Proof-of-Stake Consensus Specifications

6. cyberpunkmetalhead/Binance-volatility-trading-bot ⭐ 3,387
   This is a fully functioning Binance trading bot that measures the volatility of every coin on Binance and places trades with the highest gaining coins If you like this project consider donating though the Brave browser to allow me to continuously improve the script.

7. ethereum/py-evm ⭐ 2,237
   A Python implementation of the Ethereum Virtual Machine
   🔗 py-evm.readthedocs.io/en/latest

8. bmoscon/cryptofeed ⭐ 2,167
   Cryptocurrency Exchange Websocket Data Feed Handler

9. binance/binance-public-data ⭐ 1,431
   Details on how to get Binance public data

10. ofek/bit ⭐ 1,237
    Bitcoin made easy.
    🔗 ofek.dev/bit

11. man-c/pycoingecko ⭐ 1,038
    Python wrapper for the CoinGecko API

12. palkeo/panoramix ⭐ 790
    Ethereum decompiler

13. dylanhogg/awesome-crypto ⭐ 66
    A list of awesome crypto and blockchain projects
    🔗 www.awesomecrypto.xyz

Data

General data libraries: data processing, serialisation, formats, databases, SQL, connectors, web crawlers, data generation/augmentation/checks.

1. scrapy/scrapy ⭐ 51,973
   Scrapy, a fast high-level web crawling & scraping framework for Python.
   🔗 scrapy.org

2. apache/spark ⭐ 39,092
   Apache Spark - A unified analytics engine for large-scale data processing
   🔗 spark.apache.org

3. mindsdb/mindsdb ⭐ 25,976
   The platform for building AI from enterprise data
   🔗 mindsdb.com

4. getredash/redash ⭐ 25,759
   Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
   🔗 redash.io

5. jaidedai/EasyOCR ⭐ 23,183
   Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
   🔗 www.jaided.ai

6. qdrant/qdrant ⭐ 19,410
   Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
   🔗 qdrant.tech

7. humansignal/label-studio ⭐ 17,813
   Label Studio is an open source data labeling tool. It lets you label data types like audio, text, images, videos, and time series with a simple and straightforward UI and export to various model formats.
   🔗 labelstud.io

8. joke2k/faker ⭐ 17,463
   Faker is a Python package that generates fake data for you.
   🔗 faker.readthedocs.io

9. binux/pyspider ⭐ 16,437
   A Powerful Spider(Web Crawler) System in Python.
   🔗 docs.pyspider.org

10. twintproject/twint ⭐ 15,677
    An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.

11. airbytehq/airbyte ⭐ 15,089
    The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
    🔗 airbyte.com

12. chroma-core/chroma ⭐ 14,048
    the AI-native open-source embedding database
    🔗 www.trychroma.com

13. apache/arrow ⭐ 14,047
    Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing
    🔗 arrow.apache.org

14. tiangolo/sqlmodel ⭐ 13,782
    SQL databases in Python, designed for simplicity, compatibility, and robustness.
    🔗 sqlmodel.tiangolo.com

15. redis/redis-py ⭐ 12,467
    Redis Python client

16. coleifer/peewee ⭐ 11,012
    a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb
    🔗 docs.peewee-orm.com

17. s0md3v/Photon ⭐ 10,766
    Incredibly fast crawler designed for OSINT.

18. avaiga/taipy ⭐ 10,597
    Turns Data and AI algorithms into production-ready web applications in no time.
    🔗 www.taipy.io

19. sqlalchemy/sqlalchemy ⭐ 9,265
    The Database Toolkit for Python
    🔗 www.sqlalchemy.org

20. simonw/datasette ⭐ 9,167
    An open source multi-tool for exploring and publishing data
    🔗 datasette.io

21. bigscience-workshop/petals ⭐ 9,007
    🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
    🔗 petals.dev

22. yzhao062/pyod ⭐ 8,359
    A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
    🔗 pyod.readthedocs.io

23. voxel51/fiftyone ⭐ 7,983
    The open-source tool for building high-quality datasets and computer vision models
    🔗 fiftyone.ai

24. gristlabs/grist-core ⭐ 6,758
    Grist is the evolution of spreadsheets.
    🔗 www.getgrist.com

25. tobymao/sqlglot ⭐ 6,190
    Python SQL Parser and Transpiler
    🔗 sqlglot.com

26. alirezamika/autoscraper ⭐ 6,109
    A Smart, Automatic, Fast and Lightweight Web Scraper for Python

27. kaggle/kaggle-api ⭐ 6,075
    Official Kaggle API

28. madmaze/pytesseract ⭐ 5,712
    A Python wrapper for Google Tesseract

29. vi3k6i5/flashtext ⭐ 5,570
    Extract Keywords from sentence or Replace keywords in sentences.

30. airbnb/knowledge-repo ⭐ 5,462
    A next-generation curated knowledge sharing platform for data scientists and other technical professions.

31. facebookresearch/AugLy ⭐ 4,928
    A data augmentations library for audio, image, text, and video.
    🔗 ai.facebook.com/blog/augly-a-new-data-augmentation-library-to-help-build-more-robust-ai-models

32. ibis-project/ibis ⭐ 4,752
    Ibis is a Python library that provides a lightweight, universal interface for data wrangling. It helps Python users explore and transform data of any size, stored anywhere.
    🔗 ibis-project.org

33. superduperdb/superduper ⭐ 4,596
    Superduper: Bring AI to your database! Integrate AI models and workflows with your database to implement custom AI applications, without moving your data. Including streaming inference, scalable model hosting, training and vector search.
    🔗 superduper.io

34. jazzband/tablib ⭐ 4,582
    Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
    🔗 tablib.readthedocs.io

35. lk-geimfari/mimesis ⭐ 4,377
    Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.
    🔗 mimesis.name

36. amundsen-io/amundsen ⭐ 4,361
    Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.
    🔗 www.amundsen.io/amundsen

37. mongodb/mongo-python-driver ⭐ 4,099
    PyMongo - the Official MongoDB Python driver
    🔗 pymongo.readthedocs.io

38. lancedb/lancedb ⭐ 3,842
    Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
    🔗 lancedb.github.io/lancedb

39. giskard-ai/giskard ⭐ 3,839
    🐢 Open-Source Evaluation & Testing for LLMs and ML models
    🔗 docs.giskard.ai

40. andialbrecht/sqlparse ⭐ 3,671
    A non-validating SQL parser module for Python

41. jmcnamara/XlsxWriter ⭐ 3,576
    A Python module for creating Excel XLSX files.
    🔗 xlsxwriter.readthedocs.io

42. deepchecks/deepchecks ⭐ 3,520
    Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
    🔗 docs.deepchecks.com/stable

43. rom1504/img2dataset ⭐ 3,515
    Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

44. run-llama/llama-hub ⭐ 3,434
    A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
    🔗 llamahub.ai

45. praw-dev/praw ⭐ 3,425
    PRAW, an acronym for "Python Reddit API Wrapper", is a python package that allows for simple access to Reddit's API.
    🔗 praw.readthedocs.io

46. pyeve/cerberus ⭐ 3,134
    Lightweight, extensible data validation library for Python
    🔗 python-cerberus.org

47. datafold/data-diff ⭐ 2,928
    Compare tables within or across databases
    🔗 docs.datafold.com

48. zoomeranalytics/xlwings ⭐ 2,921
    xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
    🔗 www.xlwings.org

49. pathwaycom/pathway ⭐ 2,890
    Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
    🔗 pathway.com

50. docarray/docarray ⭐ 2,881
    Represent, send, store and search multimodal data
    🔗 docs.docarray.org

51. pallets/itsdangerous ⭐ 2,875
    Safely pass trusted data to untrusted environments and back.
    🔗 itsdangerous.palletsprojects.com

52. goldsmith/Wikipedia ⭐ 2,859
    A Pythonic wrapper for the Wikipedia API
    🔗 wikipedia.readthedocs.org

53. awslabs/amazon-redshift-utils ⭐ 2,739
    Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment

54. sqlalchemy/alembic ⭐ 2,656
    A database migrations tool for SQLAlchemy.

55. rapidai/RapidOCR ⭐ 2,612
    Awesome OCR multiple programing languages toolkits based on ONNXRuntime, OpenVION and PaddlePaddle. （将PaddleOCR模型做了转换，采用ONNXRuntime推理，速度很快）
    🔗 rapidai.github.io/rapidocrdocs

56. kayak/pypika ⭐ 2,453
    PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.
    🔗 pypika.readthedocs.io/en/latest

57. pynamodb/PynamoDB ⭐ 2,413
    A pythonic interface to Amazon's DynamoDB
    🔗 pynamodb.readthedocs.io

58. emirozer/fake2db ⭐ 2,276
    Generate fake but valid data filled databases for test purposes using most popular patterns(AFAIK). Current support is sqlite, mysql, postgresql, mongodb, redis, couchdb.

59. sdv-dev/SDV ⭐ 2,253
    Synthetic data generation for tabular data
    🔗 docs.sdv.dev/sdv

60. uqfoundation/dill ⭐ 2,227
    serialize all of Python
    🔗 dill.rtfd.io

61. accenture/AmpliGraph ⭐ 2,127
    Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

62. dlt-hub/dlt ⭐ 2,123
    data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
    🔗 dlthub.com/docs

63. graphistry/pygraphistry ⭐ 2,106
    PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

64. samuelcolvin/arq ⭐ 2,059
    Fast job queuing and RPC in python with asyncio and redis.
    🔗 arq-docs.helpmanual.io

65. sfu-db/connector-x ⭐ 1,906
    Fastest library to load data from DB to DataFrames in Rust and Python
    🔗 sfu-db.github.io/connector-x

66. huggingface/datatrove ⭐ 1,838
    Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

67. agronholm/sqlacodegen ⭐ 1,821
    Automatic model code generator for SQLAlchemy

68. uber/petastorm ⭐ 1,773
    Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

69. milvus-io/bootcamp ⭐ 1,761
    Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
    🔗 milvus.io

70. aminalaee/sqladmin ⭐ 1,745
    SQLAlchemy Admin for FastAPI and Starlette
    🔗 aminalaee.dev/sqladmin

71. aio-libs/aiomysql ⭐ 1,734
    aiomysql is a library for accessing a MySQL database from the asyncio
    🔗 aiomysql.rtfd.io

72. simple-salesforce/simple-salesforce ⭐ 1,638
    A very simple Salesforce.com REST API client for Python

73. collerek/ormar ⭐ 1,630
    python async orm with fastapi in mind and pydantic validation
    🔗 collerek.github.io/ormar

74. simonw/sqlite-utils ⭐ 1,602
    Python CLI utility and library for manipulating SQLite databases
    🔗 sqlite-utils.datasette.io

75. eleutherai/the-pile ⭐ 1,451
    The Pile is a large, diverse, open source language modelling data set that consists of many smaller datasets combined together.

76. sdispater/orator ⭐ 1,429
    The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
    🔗 orator-orm.com

77. zarr-developers/zarr-python ⭐ 1,425
    An implementation of chunked, compressed, N-dimensional arrays for Python.
    🔗 zarr.readthedocs.io

78. mchong6/JoJoGAN ⭐ 1,416
    Official PyTorch repo for JoJoGAN: One Shot Face Stylization

79. ydataai/ydata-synthetic ⭐ 1,396
    Synthetic data generators for tabular and time-series data
    🔗 docs.synthetic.ydata.ai

80. aio-libs/aiopg ⭐ 1,387
    aiopg is a library for accessing a PostgreSQL database from the asyncio
    🔗 aiopg.readthedocs.io

81. google/tensorstore ⭐ 1,328
    Library for reading and writing large multi-dimensional arrays.
    🔗 google.github.io/tensorstore

82. scholarly-python-package/scholarly ⭐ 1,314
    Retrieve author and publication information from Google Scholar in a friendly, Pythonic way without having to worry about CAPTCHAs!
    🔗 scholarly.readthedocs.io

83. eliasdabbas/advertools ⭐ 1,109
    advertools - online marketing productivity and analysis tools
    🔗 advertools.readthedocs.io

84. pytorch/data ⭐ 1,104
    A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

85. aio-libs/aiocache ⭐ 1,082
    Asyncio cache manager for redis, memcached and memory
    🔗 aiocache.readthedocs.io

86. brettkromkamp/contextualise ⭐ 1,043
    Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources
    🔗 contextualise.dev

87. uber/fiber ⭐ 1,039
    Distributed Computing for AI Made Simple
    🔗 uber.github.io/fiber

88. intake/intake ⭐ 998
    Intake is a lightweight package for finding, investigating, loading and disseminating data.
    🔗 intake.readthedocs.io

89. duckdb/dbt-duckdb ⭐ 828
    dbt (http://getdbt.com) adapter for DuckDB (http://duckdb.org)

90. scikit-hep/awkward ⭐ 816
    Manipulate JSON-like data with NumPy-like idioms.
    🔗 awkward-array.org

91. koaning/human-learn ⭐ 791
    Natural Intelligence is still a pretty good idea.
    🔗 koaning.github.io/human-learn

92. goccy/bigquery-emulator ⭐ 779
    BigQuery emulator provides a way to launch a BigQuery server on your local machine for testing and development.

93. macbre/sql-metadata ⭐ 773
    Uses tokenized query returned by python-sqlparse and generates query metadata
    🔗 pypi.python.org/pypi/sql-metadata

94. hyperqueryhq/whale ⭐ 724
    🐳 The stupidly simple CLI workspace for your data warehouse.
    🔗 rsyi.gitbook.io/whale

95. googleapis/python-bigquery ⭐ 723
    Python Client for Google BigQuery

96. dgarnitz/vectorflow ⭐ 660
    VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.
    🔗 www.getvectorflow.com

97. kagisearch/vectordb ⭐ 604
    A minimal Python package for storing and retrieving text using chunking, embeddings, and vector search.
    🔗 vectordb.com

98. igorbenav/fastcrud ⭐ 592
    FastCRUD is a Python package for FastAPI, offering robust async CRUD operations and flexible endpoint creation utilities.

99. jina-ai/vectordb ⭐ 517
    A Python vector database you just need - no more, no less.

100. koaning/doubtlab ⭐ 503
     Doubt your data, find bad labels.
     🔗 koaning.github.io/doubtlab

101. koaning/bulk ⭐ 485
     Bulk is a quick UI developer tool to apply some bulk labels.

Debugging

Debugging and tracing tools.

1. cool-rr/PySnooper ⭐ 16,310
   Never use print for debugging again

2. gruns/icecream ⭐ 8,799
   🍦 Never use print() to debug again.

3. shobrook/rebound ⭐ 4,095
   Command-line tool that instantly fetches Stack Overflow results when an exception is thrown

4. inducer/pudb ⭐ 2,931
   Full-screen console debugger for Python
   🔗 documen.tician.de/pudb

5. gotcha/ipdb ⭐ 1,842
   Integration of IPython pdb

6. alexmojaki/heartrate ⭐ 1,750
   Simple real time visualisation of the execution of a Python program.

7. alexmojaki/birdseye ⭐ 1,646
   Graphical Python debugger which lets you easily view the values of all evaluated expressions
   🔗 birdseye.readthedocs.io

8. alexmojaki/snoop ⭐ 1,243
   A powerful set of Python debugging tools, based on PySnooper

9. samuelcolvin/python-devtools ⭐ 969
   Dev tools for python
   🔗 python-devtools.helpmanual.io

Diffusion Text to Image

Text-to-image diffusion model libraries, tools and apps for generating images from natural language.

1. automatic1111/stable-diffusion-webui ⭐ 137,638
   Stable Diffusion web UI

2. compvis/stable-diffusion ⭐ 67,039
   A latent text-to-image diffusion model
   🔗 ommer-lab.com/research/latent-diffusion-models

3. comfyanonymous/ComfyUI ⭐ 45,565
   The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
   🔗 www.comfy.org

4. stability-ai/stablediffusion ⭐ 37,984
   High-Resolution Image Synthesis with Latent Diffusion Models

5. lllyasviel/ControlNet ⭐ 29,344
   Let us control diffusion models!

6. huggingface/diffusers ⭐ 24,540
   🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
   🔗 huggingface.co/docs/diffusers

7. invoke-ai/InvokeAI ⭐ 22,522
   InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multi...
   🔗 invoke-ai.github.io/invokeai

8. apple/ml-stable-diffusion ⭐ 16,575
   Stable Diffusion with Core ML on Apple Silicon

9. borisdayma/dalle-mini ⭐ 14,717
   DALL·E Mini - Generate images from a text prompt
   🔗 www.craiyon.com

10. divamgupta/diffusionbee-stable-diffusion-ui ⭐ 12,209
    Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.
    🔗 diffusionbee.com

11. compvis/latent-diffusion ⭐ 11,289
    High-Resolution Image Synthesis with Latent Diffusion Models

12. lucidrains/DALLE2-pytorch ⭐ 11,003
    Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

13. instantid/InstantID ⭐ 10,672
    InstantID : Zero-shot Identity-Preserving Generation in Seconds 🔥
    🔗 instantid.github.io

14. openbmb/MiniCPM-V ⭐ 9,897
    MiniCPM-V 2.6: A GPT-4V Level MLLM for Single Image, Multi Image and Video on Your Phone

15. facebookresearch/dinov2 ⭐ 8,573
    PyTorch code and models for the DINOv2 self-supervised learning method.

16. ashawkey/stable-dreamfusion ⭐ 8,083
    Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

17. carson-katri/dream-textures ⭐ 7,733
    Stable Diffusion built-in to Blender

18. xavierxiao/Dreambooth-Stable-Diffusion ⭐ 7,545
    Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

19. timothybrooks/instruct-pix2pix ⭐ 6,180
    PyTorch implementation of InstructPix2Pix, an instruction-based image editing model, based on the original CompVis/stable_diffusion repo.

20. openai/consistency_models ⭐ 6,046
    Official repo for consistency models.

21. idea-research/GroundingDINO ⭐ 5,942
    [ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
    🔗 arxiv.org/abs/2303.05499

22. opengvlab/InternVL ⭐ 4,898
    [CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的可商用开源多模态对话模型
    🔗 internvl.readthedocs.io/en/latest

23. salesforce/BLIP ⭐ 4,543
    PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

24. nateraw/stable-diffusion-videos ⭐ 4,377
    Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

25. lkwq007/stablediffusion-infinity ⭐ 3,840
    Outpainting with Stable Diffusion on an infinite canvas

26. jina-ai/discoart ⭐ 3,837
    🪩 Create Disco Diffusion artworks in one line

27. mlc-ai/web-stable-diffusion ⭐ 3,522
    Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.
    🔗 mlc.ai/web-stable-diffusion

28. openai/glide-text2im ⭐ 3,515
    GLIDE: a diffusion-based text-conditional image synthesis model

29. openai/improved-diffusion ⭐ 3,086
    Release for Improved Denoising Diffusion Probabilistic Models

30. saharmor/dalle-playground ⭐ 2,764
    A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)

31. stability-ai/stability-sdk ⭐ 2,416
    SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)
    🔗 platform.stability.ai

32. google-research/big_vision ⭐ 2,098
    Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

33. thudm/CogVLM2 ⭐ 1,738
    GPT4V-level open-source multi-modal model based on Llama3-8B

34. coyote-a/ultimate-upscale-for-automatic1111 ⭐ 1,581
    Ultimate SD Upscale extension for AUTOMATIC1111 Stable Diffusion web UI

35. divamgupta/stable-diffusion-tensorflow ⭐ 1,576
    Stable Diffusion in TensorFlow / Keras

36. nvlabs/prismer ⭐ 1,291
    The implementation of "Prismer: A Vision-Language Model with Multi-Task Experts".
    🔗 shikun.io/projects/prismer

37. chenyangqiqi/FateZero ⭐ 1,083
    [ICCV 2023 Oral] "FateZero: Fusing Attentions for Zero-shot Text-based Video Editing"
    🔗 fate-zero-edit.github.io

38. open-compass/VLMEvalKit ⭐ 836
    Open-source evaluation toolkit of large vision-language models (LVLMs), support ~100 VLMs, 30+ benchmarks
    🔗 huggingface.co/spaces/opencompass/open_vlm_leaderboard

39. thereforegames/unprompted ⭐ 770
    Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.

40. sharonzhou/long_stable_diffusion ⭐ 680
    Long-form text-to-images generation, using a pipeline of deep generative models (GPT-3 and Stable Diffusion)

41. tanelp/tiny-diffusion ⭐ 596
    A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.

42. laion-ai/dalle2-laion ⭐ 500
    Pretrained Dalle2 from laion

Finance

Financial and quantitative libraries: investment research tools, market data, algorithmic trading, backtesting, financial derivatives.

1. openbb-finance/OpenBB ⭐ 26,908
   Investment Research for Everyone, Everywhere.
   🔗 openbb.co

2. quantopian/zipline ⭐ 17,388
   Zipline, a Pythonic Algorithmic Trading Library
   🔗 www.zipline.io

3. microsoft/qlib ⭐ 14,989
   Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, ...
   🔗 qlib.readthedocs.io/en/latest

4. mementum/backtrader ⭐ 13,741
   Python Backtesting library for trading strategies
   🔗 www.backtrader.com

5. ai4finance-foundation/FinGPT ⭐ 12,846
   FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
   🔗 ai4finance.org

6. ranaroussi/yfinance ⭐ 12,714
   Download market data from Yahoo! Finance's API
   🔗 aroussi.com/post/python-yahoo-finance

7. ai4finance-foundation/FinRL ⭐ 9,520
   FinRL: Financial Reinforcement Learning. 🔥
   🔗 ai4finance.org

8. ta-lib/ta-lib-python ⭐ 9,354
   Python wrapper for TA-Lib (http://ta-lib.org/).
   🔗 ta-lib.github.io/ta-lib-python

9. quantconnect/Lean ⭐ 9,260
   Lean Algorithmic Trading Engine by QuantConnect (Python, C#)
   🔗 lean.io

10. goldmansachs/gs-quant ⭐ 7,375
    Python toolkit for quantitative finance
    🔗 developer.gs.com/discover/products/gs-quant

11. quantopian/pyfolio ⭐ 5,569
    Portfolio and risk analytics in Python
    🔗 quantopian.github.io/pyfolio

12. kernc/backtesting.py ⭐ 5,201
    🔎 📈 🐍 💰 Backtest trading strategies in Python.
    🔗 kernc.github.io/backtesting.py

13. twopirllc/pandas-ta ⭐ 5,108
    Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators
    🔗 twopirllc.github.io/pandas-ta

14. ranaroussi/quantstats ⭐ 4,639
    Portfolio analytics for quants, written in Python

15. google/tf-quant-finance ⭐ 4,408
    High-performance TensorFlow library for quantitative finance.

16. gbeced/pyalgotrade ⭐ 4,358
    Python Algorithmic Trading Library
    🔗 gbeced.github.io/pyalgotrade

17. polakowo/vectorbt ⭐ 4,067
    Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
    🔗 vectorbt.dev

18. borisbanushev/stockpredictionai ⭐ 4,040
    In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Networ...

19. matplotlib/mplfinance ⭐ 3,544
    Financial Markets Data Visualization using Matplotlib
    🔗 pypi.org/project/mplfinance

20. cuemacro/finmarketpy ⭐ 3,403
    Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)
    🔗 www.cuemacro.com

21. quantopian/alphalens ⭐ 3,220
    Performance analysis of predictive (alpha) stock factors
    🔗 quantopian.github.io/alphalens

22. zvtvz/zvt ⭐ 3,099
    modular quant framework.
    🔗 zvt.readthedocs.io/en/latest

23. robcarver17/pysystemtrade ⭐ 2,525
    Systematic Trading in python

24. quantopian/research_public ⭐ 2,375
    Quantitative research and educational materials
    🔗 www.quantopian.com/lectures

25. pmorissette/bt ⭐ 2,137
    bt - flexible backtesting for Python
    🔗 pmorissette.github.io/bt

26. blankly-finance/blankly ⭐ 2,052
    🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.
    🔗 package.blankly.finance

27. domokane/FinancePy ⭐ 2,024
    A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

28. pmorissette/ffn ⭐ 1,878
    ffn - a financial function library for Python
    🔗 pmorissette.github.io/ffn

29. cuemacro/findatapy ⭐ 1,630
    Python library to download market data via Bloomberg, Eikon, Quandl, Yahoo etc.

30. quantopian/empyrical ⭐ 1,262
    Common financial risk and performance metrics. Used by zipline and pyfolio.
    🔗 quantopian.github.io/empyrical

31. idanya/algo-trader ⭐ 765
    Trading bot with support for realtime trading, backtesting, custom strategies and much more.

Game Development

Game development tools, engines and libraries.

1. kitao/pyxel ⭐ 14,387
   A retro game engine for Python

2. pygame/pygame ⭐ 7,235
   🐍🎮 pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.
   🔗 www.pygame.org

3. panda3d/panda3d ⭐ 4,405
   Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU
   🔗 www.panda3d.org

4. pokepetter/ursina ⭐ 2,155
   A game engine powered by python and panda3d.
   🔗 pokepetter.github.io/ursina

5. pyglet/pyglet ⭐ 1,830
   pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications.
   🔗 pyglet.org

6. pythonarcade/arcade ⭐ 1,669
   Easy to use Python library for creating 2D arcade games.
   🔗 arcade.academy

GIS

Geospatial libraries: raster and vector data formats, interactive mapping and visualisation, computing frameworks for processing images, projections.

1. domlysz/BlenderGIS ⭐ 7,539
   Blender addons to make the bridge between Blender and geographic data

2. python-visualization/folium ⭐ 6,803
   Python Data. Leaflet.js Maps.
   🔗 python-visualization.github.io/folium

3. gboeing/osmnx ⭐ 4,783
   OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
   🔗 osmnx.readthedocs.io

4. osgeo/gdal ⭐ 4,714
   GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
   🔗 gdal.org

5. geopandas/geopandas ⭐ 4,392
   Python tools for geographic data
   🔗 geopandas.org

6. shapely/shapely ⭐ 3,788
   Manipulation and analysis of geometric objects
   🔗 shapely.readthedocs.io/en/stable

7. giswqs/geemap ⭐ 3,352
   A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
   🔗 geemap.org

8. holoviz/datashader ⭐ 3,283
   Quickly and accurately render even the largest data.
   🔗 datashader.org

9. opengeos/leafmap ⭐ 3,120
   A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
   🔗 leafmap.org

10. opengeos/segment-geospatial ⭐ 2,804
    A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
    🔗 samgeo.gishub.org

11. google/earthengine-api ⭐ 2,610
    Python and JavaScript bindings for calling the Earth Engine API.

12. microsoft/torchgeo ⭐ 2,387
    TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
    🔗 www.osgeo.org/projects/torchgeo

13. rasterio/rasterio ⭐ 2,197
    Rasterio reads and writes geospatial raster datasets
    🔗 rasterio.readthedocs.io

14. mcordts/cityscapesScripts ⭐ 2,132
    README and scripts for the Cityscapes Dataset

15. azavea/raster-vision ⭐ 2,032
    An open source library and framework for deep learning on satellite and aerial imagery.
    🔗 docs.rastervision.io

16. apache/sedona ⭐ 1,839
    A cluster computing framework for processing large-scale geospatial data
    🔗 sedona.apache.org

17. plant99/felicette ⭐ 1,819
    Satellite imagery for dummies.

18. gboeing/osmnx-examples ⭐ 1,523
    Gallery of OSMnx tutorials, usage examples, and feature demonstations.
    🔗 osmnx.readthedocs.io

19. jupyter-widgets/ipyleaflet ⭐ 1,476
    A Jupyter - Leaflet.js bridge
    🔗 ipyleaflet.readthedocs.io

20. microsoft/GlobalMLBuildingFootprints ⭐ 1,342
    Worldwide building footprints derived from satellite imagery

21. pysal/pysal ⭐ 1,300
    PySAL: Python Spatial Analysis Library Meta-Package
    🔗 pysal.org/pysal

22. anitagraser/movingpandas ⭐ 1,183
    Movement trajectory classes and functions built on top of GeoPandas
    🔗 movingpandas.org

23. residentmario/geoplot ⭐ 1,141
    High-level geospatial data visualization library for Python.
    🔗 residentmario.github.io/geoplot/index.html

24. sentinel-hub/eo-learn ⭐ 1,103
    Earth observation processing framework for machine learning in Python
    🔗 eo-learn.readthedocs.io/en/latest

25. opengeos/streamlit-geospatial ⭐ 845
    A multi-page streamlit app for geospatial
    🔗 huggingface.co/spaces/giswqs/streamlit

26. osgeo/grass ⭐ 810
    GRASS GIS - free and open-source geospatial processing engine
    🔗 grass.osgeo.org

27. makepath/xarray-spatial ⭐ 808
    Raster-based Spatial Analytics for Python
    🔗 xarray-spatial.readthedocs.io

28. developmentseed/titiler ⭐ 745
    Build your own Raster dynamic map tile services
    🔗 developmentseed.org/titiler

29. scikit-mobility/scikit-mobility ⭐ 703
    scikit-mobility: mobility analysis in Python
    🔗 scikit-mobility.github.io/scikit-mobility

Graph

Graphs and network libraries: network analysis, graph machine learning, visualisation.

1. networkx/networkx ⭐ 14,575
   Network Analysis in Python
   🔗 networkx.org

2. stellargraph/stellargraph ⭐ 2,925
   StellarGraph - Machine Learning on Graphs
   🔗 stellargraph.readthedocs.io

3. westhealth/pyvis ⭐ 960
   Python package for creating and visualizing interactive network graphs.
   🔗 pyvis.readthedocs.io/en/latest

4. microsoft/graspologic ⭐ 737
   graspologic is a package for graph statistical algorithms
   🔗 graspologic-org.github.io/graspologic

5. rampasek/GraphGPS ⭐ 636
   Recipe for a General, Powerful, Scalable Graph Transformer

6. dylanhogg/llmgraph ⭐ 256
   Create knowledge graphs with LLMs

GUI

Graphical user interface libraries and toolkits.

1. pysimplegui/PySimpleGUI ⭐ 13,304
   Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.
   🔗 www.pysimplegui.com

2. hoffstadt/DearPyGui ⭐ 12,795
   Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
   🔗 dearpygui.readthedocs.io/en/latest

3. parthjadhav/Tkinter-Designer ⭐ 8,785
   An easy and fast way to create a Python GUI 🐍

4. samuelcolvin/FastUI ⭐ 7,960
   FastUI is a new way to build web application user interfaces defined by declarative Python code.
   🔗 fastui-demo.onrender.com

5. r0x0r/pywebview ⭐ 4,556
   Build GUI for your Python program with JavaScript, HTML, and CSS
   🔗 pywebview.flowrl.com

6. beeware/toga ⭐ 4,243
   A Python native, OS native GUI toolkit.
   🔗 toga.readthedocs.io/en/latest

7. dddomodossola/remi ⭐ 3,489
   Python REMote Interface library. Platform independent. In about 100 Kbytes, perfect for your diet.

8. wxwidgets/Phoenix ⭐ 2,266
   wxPython's Project Phoenix. A new implementation of wxPython, better, stronger, faster than he was before.
   🔗 wxpython.org

Jupyter

Jupyter and JupyterLab and Notebook tools, libraries and plugins.

1. jupyterlab/jupyterlab ⭐ 14,006
   JupyterLab computational environment.
   🔗 jupyterlab.readthedocs.io

2. jupyter/notebook ⭐ 11,472
   Jupyter Interactive Notebook
   🔗 jupyter-notebook.readthedocs.io

3. mwouts/jupytext ⭐ 6,544
   Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
   🔗 jupytext.readthedocs.io

4. nteract/papermill ⭐ 5,743
   📚 Parameterize, execute, and analyze notebooks
   🔗 papermill.readthedocs.io/en/latest

5. connorferster/handcalcs ⭐ 5,383
   Python library for converting Python calculations into rendered latex.

6. voila-dashboards/voila ⭐ 5,351
   Voilà turns Jupyter notebooks into standalone web applications
   🔗 voila.readthedocs.io

7. executablebooks/jupyter-book ⭐ 3,792
   Create beautiful, publication-quality books and documents from computational content.
   🔗 jupyterbook.org

8. jupyterlite/jupyterlite ⭐ 3,769
   Wasm powered Jupyter running in the browser 💡
   🔗 jupyterlite.rtfd.io/en/stable/try/lab

9. jupyterlab/jupyterlab-desktop ⭐ 3,585
   JupyterLab desktop application, based on Electron.

10. jupyter-widgets/ipywidgets ⭐ 3,116
    Interactive Widgets for the Jupyter Notebook
    🔗 ipywidgets.readthedocs.io

11. jupyterlab/jupyter-ai ⭐ 3,052
    A generative AI extension for JupyterLab
    🔗 jupyter-ai.readthedocs.io

12. quantopian/qgrid ⭐ 3,034
    An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

13. jupyter/nbdime ⭐ 2,640
    Tools for diffing and merging of Jupyter notebooks.
    🔗 nbdime.readthedocs.io

14. mito-ds/mito ⭐ 2,266
    The mitosheet package, trymito.io, and other public Mito code.
    🔗 trymito.io

15. jupyter/nbviewer ⭐ 2,196
    nbconvert as a web service: Render Jupyter Notebooks as static web pages
    🔗 nbviewer.jupyter.org

16. maartenbreddels/ipyvolume ⭐ 1,928
    3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL

17. jupyter-lsp/jupyterlab-lsp ⭐ 1,773
    Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
    🔗 jupyterlab-lsp.readthedocs.io

18. jupyter/nbconvert ⭐ 1,703
    Jupyter Notebook Conversion
    🔗 nbconvert.readthedocs.io

19. nbqa-dev/nbQA ⭐ 1,009
    Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks
    🔗 nbqa.readthedocs.io/en/latest/index.html

20. vizzuhq/ipyvizzu ⭐ 941
    Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
    🔗 ipyvizzu.vizzuhq.com

21. koaning/drawdata ⭐ 749
    Draw datasets from within Jupyter.
    🔗 calmcode.io/labs/drawdata.html

22. aws/graph-notebook ⭐ 705
    Library extending Jupyter notebooks to integrate with Apache TinkerPop, openCypher, and RDF SPARQL.
    🔗 github.com/aws/graph-notebook

23. linealabs/lineapy ⭐ 664
    Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.
    🔗 lineapy.org

24. xiaohk/stickyland ⭐ 509
    Break the linear presentation of Jupyter Notebooks with sticky cells!
    🔗 xiaohk.github.io/stickyland

LLMs and ChatGPT

Large language model and GPT libraries and frameworks: auto-gpt, agents, QnA, chain-of-thought workflows, API integations. Also see the Natural Language Processing category for crossover.

1. significant-gravitas/AutoGPT ⭐ 165,614
   AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
   🔗 agpt.co

2. hwchase17/langchain ⭐ 90,483
   🦜🔗 Build context-aware reasoning applications
   🔗 python.langchain.com

3. nomic-ai/gpt4all ⭐ 68,427
   GPT4All: Chat with Local LLMs on Any Device
   🔗 nomic.ai/gpt4all

4. ggerganov/llama.cpp ⭐ 63,308
   LLM inference in C/C++

5. xtekky/gpt4free ⭐ 59,588
   The official gpt4free repository | various collection of powerful language models
   🔗 g4f.ai

6. facebookresearch/llama ⭐ 54,977
   Inference code for Llama models

7. imartinez/private-gpt ⭐ 53,239
   Interact with your documents using the power of GPT, 100% privately, no data leaks
   🔗 docs.privategpt.dev

8. gpt-engineer-org/gpt-engineer ⭐ 51,581
   Specify what you want it to build, the AI asks for clarification, and then builds it. Completely separate team and codebase from the AI Web App builder https://gptengineer.app

9. killianlucas/open-interpreter ⭐ 51,412
   A natural language interface for computers
   🔗 openinterpreter.com

10. xai-org/grok-1 ⭐ 49,250
    This repository contains JAX example code for loading and running the Grok-1 open-weights model.

11. geekan/MetaGPT ⭐ 42,242
    🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
    🔗 deepwisdom.ai

12. thudm/ChatGLM-6B ⭐ 40,217
    ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

13. oobabooga/text-generation-webui ⭐ 38,906
    A Gradio web UI for Large Language Models.

14. hpcaitech/ColossalAI ⭐ 38,474
    Making large AI models cheaper, faster and more accessible
    🔗 www.colossalai.org

15. laion-ai/Open-Assistant ⭐ 36,889
    OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
    🔗 open-assistant.io

16. lm-sys/FastChat ⭐ 36,085
    An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

17. karpathy/nanoGPT ⭐ 35,504
    The simplest, fastest repository for training/finetuning medium-sized GPTs.

18. moymix/TaskMatrix ⭐ 34,532
    Connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting.

19. quivrhq/quivr ⭐ 34,528
    Open-source RAG Framework for building GenAI Second Brains 🧠 Build productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Efficient retrieval augmented generation framework
    🔗 quivr.com

20. jerryjliu/llama_index ⭐ 34,335
    LlamaIndex is a data framework for your LLM applications
    🔗 docs.llamaindex.ai

21. microsoft/autogen ⭐ 29,377
    A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
    🔗 microsoft.github.io/autogen

22. pythagora-io/gpt-pilot ⭐ 29,284
    The first real AI developer

23. tatsu-lab/stanford_alpaca ⭐ 29,252
    Code and documentation to train Stanford's Alpaca models, and generate the data.
    🔗 crfm.stanford.edu/2023/03/13/alpaca.html

24. hiyouga/LLaMA-Factory ⭐ 28,756
    A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
    🔗 arxiv.org/abs/2403.13372

25. meta-llama/llama3 ⭐ 25,401
    The official Meta Llama 3 GitHub site

26. vision-cair/MiniGPT-4 ⭐ 25,215
    Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
    🔗 minigpt-4.github.io

27. vllm-project/vllm ⭐ 24,549
    A high-throughput and memory-efficient inference and serving engine for LLMs
    🔗 docs.vllm.ai

28. logspace-ai/langflow ⭐ 23,973
    ⛓️ Langflow is a visual framework for building multi-agent and RAG applications. It's open-source, Python-powered, fully customizable, model and vector store agnostic.
    🔗 www.langflow.org

29. microsoft/JARVIS ⭐ 23,457
    JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

30. karpathy/llm.c ⭐ 22,562
    LLM training in simple, pure C/CUDA. There is no need for 245MB of PyTorch or 107MB of cPython

31. openai/gpt-2 ⭐ 22,097
    Code for the paper "Language Models are Unsupervised Multitask Learners"
    🔗 openai.com/blog/better-language-models

32. openai/chatgpt-retrieval-plugin ⭐ 20,994
    The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

33. microsoft/semantic-kernel ⭐ 20,975
    Integrate cutting-edge LLM technology quickly and easily into your apps
    🔗 aka.ms/semantic-kernel

34. danielmiessler/fabric ⭐ 20,228
    fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.
    🔗 danielmiessler.com/p/fabric-origin-story

35. yoheinakajima/babyagi ⭐ 19,806
    GPT-4 powered task-driven autonomous agent

36. karpathy/minGPT ⭐ 19,633
    A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

37. embedchain/mem0 ⭐ 19,322
    The memory layer for Personalized AI
    🔗 mem0.ai

38. haotian-liu/LLaVA ⭐ 18,643
    [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
    🔗 llava.hliu.cc

39. tloen/alpaca-lora ⭐ 18,475
    Instruct-tune LLaMA on consumer hardware

40. rasahq/rasa ⭐ 18,441
    💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
    🔗 rasa.com/docs/rasa

41. guidance-ai/guidance ⭐ 18,437
    A guidance language for controlling large language models.

42. mlc-ai/mlc-llm ⭐ 18,321
    Universal LLM Deployment Engine with ML Compilation
    🔗 llm.mlc.ai

43. joaomdmoura/crewAI ⭐ 18,134
    Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
    🔗 crewai.com

44. stitionai/devika ⭐ 18,092
    Devika is an advanced AI software engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective.

45. karpathy/llama2.c ⭐ 16,997
    Inference Llama 2 in one file of pure C

46. facebookresearch/codellama ⭐ 15,754
    Inference code for CodeLlama models

47. thudm/ChatGLM2-6B ⭐ 15,668
    ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

48. huggingface/peft ⭐ 15,409
    🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
    🔗 huggingface.co/docs/peft

49. stanfordnlp/dspy ⭐ 15,391
    DSPy: The framework for programming—not prompting—foundation models
    🔗 dspy-docs.vercel.app

50. transformeroptimus/SuperAGI ⭐ 15,108
    <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
    🔗 superagi.com

51. deepset-ai/haystack ⭐ 15,085
    🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conv...
    🔗 haystack.deepset.ai

52. mayooear/gpt4-pdf-chatbot-langchain ⭐ 14,801
    GPT4 & LangChain Chatbot for large PDF docs
    🔗 www.youtube.com/watch?v=ih9pbgvvoo4

53. openai/evals ⭐ 14,513
    Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

54. microsoft/graphrag ⭐ 14,488
    A modular graph-based Retrieval-Augmented Generation (RAG) system
    🔗 microsoft.github.io/graphrag

55. fauxpilot/fauxpilot ⭐ 14,478
    FauxPilot - an open-source alternative to GitHub Copilot server

56. idea-research/Grounded-Segment-Anything ⭐ 14,474
    Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
    🔗 arxiv.org/abs/2401.14159

57. unslothai/unsloth ⭐ 14,043
    Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
    🔗 unsloth.ai

58. infiniflow/ragflow ⭐ 13,868
    RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
    🔗 ragflow.io

59. assafelovic/gpt-researcher ⭐ 13,533
    GPT based autonomous agent that does online comprehensive research on any given topic
    🔗 gptr.dev

60. qwenlm/Qwen ⭐ 12,961
    The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

61. dao-ailab/flash-attention ⭐ 12,854
    Fast and memory-efficient exact attention

62. blinkdl/RWKV-LM ⭐ 12,101
    RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

63. mlc-ai/web-llm ⭐ 11,984
    High-performance In-browser LLM Inference Engine
    🔗 webllm.mlc.ai

64. openlmlab/MOSS ⭐ 11,896
    An open-source tool-augmented conversational language model from Fudan University
    🔗 txsun1997.github.io/blogs/moss.html

65. paddlepaddle/PaddleNLP ⭐ 11,836
    👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
    🔗 paddlenlp.readthedocs.io

66. smol-ai/developer ⭐ 11,768
    the first library to let you embed a developer agent in your own app!
    🔗 twitter.com/smolmodels

67. facebookresearch/llama-recipes ⭐ 11,245
    Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta ...

68. berriai/litellm ⭐ 11,123
    LLM Proxy to call 100+ LLM APIs using the OpenAI format - Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq
    🔗 docs.litellm.ai/docs

69. h2oai/h2ogpt ⭐ 11,112
    Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/
    🔗 h2o.ai

70. shishirpatil/gorilla ⭐ 11,026
    Enables LLMs to use tools by invoking APIs. Given a query, Gorilla comes up with the semantically and syntactically correct API.
    🔗 gorilla.cs.berkeley.edu

71. phidatahq/phidata ⭐ 10,923
    Phidata is a toolkit for building AI Assistants using function calling.
    🔗 docs.phidata.com

72. databrickslabs/dolly ⭐ 10,808
    Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
    🔗 www.databricks.com/blog/2023/03/24/hello-dolly-democratizing-magic-chatgpt-open-models.html

73. vanna-ai/vanna ⭐ 10,277
    🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
    🔗 vanna.ai/docs

74. microsoft/LoRA ⭐ 10,033
    Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
    🔗 arxiv.org/abs/2106.09685

75. google-research/vision_transformer ⭐ 9,884
    Vision Transformer and MLP-Mixer Architectures

76. artidoro/qlora ⭐ 9,798
    QLoRA: Efficient Finetuning of Quantized LLMs
    🔗 arxiv.org/abs/2305.14314

77. nvidia/Megatron-LM ⭐ 9,643
    Ongoing research training transformer models at scale
    🔗 docs.nvidia.com/megatron-core/developer-guide/latest/user-guide/index.html#quick-start

78. mistralai/mistral-inference ⭐ 9,407
    Official inference library for Mistral models
    🔗 mistral.ai

79. blinkdl/ChatRWKV ⭐ 9,351
    ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

80. lightning-ai/litgpt ⭐ 9,325
    20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
    🔗 lightning.ai

81. lightning-ai/litgpt ⭐ 9,313
    20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
    🔗 lightning.ai

82. mshumer/gpt-prompt-engineer ⭐ 9,221
    Simply input a description of your task and some test cases, and the system will generate, test, and rank a multitude of prompts to find the ones that perform the best.

83. microsoft/promptflow ⭐ 9,002
    Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
    🔗 microsoft.github.io/promptflow

84. lvwerra/trl ⭐ 8,964
    Train transformer language models with reinforcement learning.
    🔗 hf.co/docs/trl

85. karpathy/minbpe ⭐ 8,858
    Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

86. apple/ml-ferret ⭐ 8,259
    Ferret: Refer and Ground Anything Anywhere at Any Granularity

87. eleutherai/gpt-neo ⭐ 8,189
    An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
    🔗 www.eleuther.ai

88. optimalscale/LMFlow ⭐ 8,169
    An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
    🔗 optimalscale.github.io/lmflow

89. thudm/CodeGeeX ⭐ 8,049
    CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
    🔗 codegeex.cn

90. outlines-dev/outlines ⭐ 7,793
    Structured Text Generation from LLMs
    🔗 outlines-dev.github.io/outlines

91. lianjiatech/BELLE ⭐ 7,765
    BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

92. sjtu-ipads/PowerInfer ⭐ 7,764
    High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

93. thudm/GLM-130B ⭐ 7,650
    GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

94. plachtaa/VALL-E-X ⭐ 7,487
    An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io

95. jzhang38/TinyLlama ⭐ 7,478
    The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

96. abetlen/llama-cpp-python ⭐ 7,433
    Simple Python bindings for @ggerganov's llama.cpp library.
    🔗 llama-cpp-python.readthedocs.io

97. sweepai/sweep ⭐ 7,354
    Sweep: open-source AI-powered Software Developer for small features and bug fixes.
    🔗 sweep.dev

98. openlm-research/open_llama ⭐ 7,322
    OpenLLaMA: An Open Reproduction of LLaMA

99. bigcode-project/starcoder ⭐ 7,227
    Home of StarCoder: fine-tuning & inference!

100. vaibhavs10/insanely-fast-whisper ⭐ 7,104
     An opinionated CLI to transcribe Audio files w/ Whisper on-device! Powered by 🤗 Transformers, Optimum & flash-attn

101. jxnl/instructor ⭐ 7,069
     Instructor is a Python library that makes it a breeze to work with structured outputs from large language models (LLMs). Built on top of Pydantic, it provides a simple, transparent, and user-friendly API to manage validation, retries, and streaming responses.
     🔗 python.useinstructor.com

102. zilliztech/GPTCache ⭐ 6,992
     Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
     🔗 gptcache.readthedocs.io

103. apple/corenet ⭐ 6,874
     CoreNet is a deep neural network toolkit that allows researchers and engineers to train standard and novel small and large-scale models for variety of tasks, including foundation models (e.g., CLIP and LLM), object classification, object detection, and semantic segmentation.

104. bhaskatripathi/pdfGPT ⭐ 6,867
     PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!
     🔗 huggingface.co/spaces/bhaskartripathi/pdfgpt_turbo

105. eleutherai/gpt-neox ⭐ 6,746
     An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
     🔗 www.eleuther.ai

106. chainlit/chainlit ⭐ 6,480
     Build Conversational AI in minutes ⚡️
     🔗 docs.chainlit.io

107. mit-han-lab/streaming-llm ⭐ 6,413
     [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
     🔗 arxiv.org/abs/2309.17453

108. skypilot-org/skypilot ⭐ 6,380
     SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
     🔗 skypilot.readthedocs.io

109. langchain-ai/opengpts ⭐ 6,375
     An open source effort to create a similar experience to OpenAI's GPTs and Assistants API.

110. nat/openplayground ⭐ 6,187
     An LLM playground you can run on your laptop

111. run-llama/rags ⭐ 6,139
     Build ChatGPT over your data, all with natural language

112. eleutherai/lm-evaluation-harness ⭐ 6,107
     A framework for few-shot evaluation of language models.
     🔗 www.eleuther.ai

113. explodinggradients/ragas ⭐ 6,085
     Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
     🔗 docs.ragas.io

114. internlm/InternLM ⭐ 6,010
     Official release of InternLM2.5 base and chat models. 1M context support
     🔗 internlm.intern-ai.org.cn

115. lightning-ai/lit-llama ⭐ 5,917
     Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

116. skyvern-ai/skyvern ⭐ 5,599
     Skyvern automates browser-based workflows using LLMs and computer vision. It provides a simple API endpoint to fully automate manual workflows, replacing brittle or unreliable automation solutions.
     🔗 www.skyvern.com

117. pytorch-labs/gpt-fast ⭐ 5,439
     Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

118. minedojo/Voyager ⭐ 5,423
     An Open-Ended Embodied Agent with Large Language Models
     🔗 voyager.minedojo.org

119. weaviate/Verba ⭐ 5,414
     Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

120. dsdanielpark/Bard-API ⭐ 5,348
     The unofficial python package that returns response of Google Bard through cookie value.
     🔗 pypi.org/project/bardapi

121. microsoft/promptbase ⭐ 5,295
     promptbase is an evolving collection of resources, best practices, and example scripts for eliciting the best performance from foundation models.

122. langchain-ai/chat-langchain ⭐ 5,057
     Locally hosted chatbot specifically focused on question answering over the LangChain documentation
     🔗 chat.langchain.com

123. langchain-ai/langgraph ⭐ 5,022
     LangGraph is a library for building stateful, multi-actor applications with LLMs, built on top of (and intended to be used with) LangChain.
     🔗 langchain-ai.github.io/langgraph

124. mnotgod96/AppAgent ⭐ 4,768
     AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.
     🔗 appagent-official.github.io

125. vikhyat/moondream ⭐ 4,723
     A tiny open-source computer-vision language model designed to run efficiently on edge devices
     🔗 moondream.ai

126. openbmb/ToolBench ⭐ 4,667
     [ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.
     🔗 openbmb.github.io/toolbench

127. togethercomputer/RedPajama-Data ⭐ 4,482
     The RedPajama-Data repository contains code for preparing large datasets for training large language models.

128. llmware-ai/llmware ⭐ 4,342
     Unified framework for building enterprise RAG pipelines with small, specialized models
     🔗 llmware-ai.github.io/llmware

129. microsoft/LLMLingua ⭐ 4,321
     To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
     🔗 llmlingua.com

130. arcee-ai/mergekit ⭐ 4,296
     Tools for merging pretrained large language models.

131. cg123/mergekit ⭐ 4,294
     Tools for merging pretrained large language models.

132. allenai/OLMo ⭐ 4,284
     OLMo is a repository for training and using AI2's state-of-the-art open language models. It is built by scientists, for scientists.
     🔗 allenai.org/olmo

133. microsoft/BioGPT ⭐ 4,273
     Implementation of BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

134. 1rgs/jsonformer ⭐ 4,235
     A Bulletproof Way to Generate Structured JSON from Language Models

135. kyegomez/tree-of-thoughts ⭐ 4,207
     Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
     🔗 discord.gg/qutxnk2nmf

136. instruction-tuning-with-gpt-4/GPT-4-LLM ⭐ 4,140
     Instruction Tuning with GPT-4
     🔗 instruction-tuning-with-gpt-4.github.io

137. sgl-project/sglang ⭐ 4,033
     SGLang is yet another fast serving framework for large language models and vision language models.

138. yizhongw/self-instruct ⭐ 4,005
     Aligning pretrained language models with instruction data generated by themselves.

139. mshumer/gpt-llm-trainer ⭐ 3,894
     Input a description of your task, and the system will generate a dataset, parse it, and fine-tune a LLaMA 2 model for you

140. nvidia/NeMo-Guardrails ⭐ 3,872
     NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

141. promptfoo/promptfoo ⭐ 3,854
     Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.
     🔗 www.promptfoo.dev

142. ravenscroftj/turbopilot ⭐ 3,832
     Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU

143. h2oai/h2o-llmstudio ⭐ 3,831
     H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
     🔗 gpt-gm.h2o.ai

144. whitead/paper-qa ⭐ 3,815
     LLM Chain for answering questions from documents with citations

145. guardrails-ai/guardrails ⭐ 3,738
     Open-source Python package for specifying structure and type, validating and correcting the outputs of large language models (LLMs)
     🔗 www.guardrailsai.com/docs

146. simonw/llm ⭐ 3,648
     Access large language models from the command-line
     🔗 llm.datasette.io

147. mmabrouk/llm-workflow-engine ⭐ 3,631
     Power CLI and Workflow manager for LLMs (core package)

148. eth-sri/lmql ⭐ 3,551
     A language for constraint-guided and efficient LLM programming.
     🔗 lmql.ai

149. luodian/Otter ⭐ 3,537
     🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
     🔗 otter-ntu.github.io

150. open-compass/opencompass ⭐ 3,524
     OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
     🔗 opencompass.org.cn

151. microsoft/LMOps ⭐ 3,486
     General technology for enabling AI capabilities w/ LLMs and MLLMs
     🔗 aka.ms/generalai

152. minimaxir/simpleaichat ⭐ 3,456
     Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

153. pathwaycom/llm-app ⭐ 3,419
     Dynamic RAG for enterprise. Ready to run with Docker,⚡in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
     🔗 pathway.com/developers/templates

154. minimaxir/gpt-2-simple ⭐ 3,402
     Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

155. turboderp/exllamav2 ⭐ 3,348
     A fast inference library for running LLMs locally on modern consumer-class GPUs

156. deep-diver/LLM-As-Chatbot ⭐ 3,270
     LLM as a Chatbot Service

157. defog-ai/sqlcoder ⭐ 3,200
     SoTA LLM for converting natural language questions to SQL queries

158. jaymody/picoGPT ⭐ 3,141
     An unnecessarily tiny implementation of GPT-2 in NumPy.

159. next-gpt/NExT-GPT ⭐ 3,138
     Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model
     🔗 next-gpt.github.io

160. agiresearch/AIOS ⭐ 3,116
     AIOS, a Large Language Model (LLM) Agent operating system, embeds large language model into Operating Systems (OS) as the brain of the OS, enabling an operating system "with soul" -- an important step towards AGI.
     🔗 aios.foundation

161. truefoundry/cognita ⭐ 3,076
     RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
     🔗 cognita.truefoundry.com

162. iryna-kondr/scikit-llm ⭐ 3,019
     Seamlessly integrate LLMs into scikit-learn.
     🔗 beastbyte.ai

163. microsoft/torchscale ⭐ 2,986
     Foundation Architecture for (M)LLMs
     🔗 aka.ms/generalai

164. baichuan-inc/Baichuan-13B ⭐ 2,973
     A 13B large language model developed by Baichuan Intelligent Technology
     🔗 huggingface.co/baichuan-inc/baichuan-13b-chat

165. meta-llama/llama-agentic-system ⭐ 2,909
     Agentic components of the Llama Stack APIs

166. freedomintelligence/LLMZoo ⭐ 2,909
     ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

167. li-plus/chatglm.cpp ⭐ 2,862
     C++ implementation of ChatGLM-6B & ChatGLM2-6B & ChatGLM3 & GLM4

168. modelscope/ms-swift ⭐ 2,810
     Use PEFT or Full-parameter to finetune 300+ LLMs or 60+ MLLMs. (Qwen2, GLM4v, Internlm2.5, Yi, Llama3.1, Llava-Video, Internvl2, MiniCPM-V-2.6, Deepseek, Baichuan2, Gemma2, Phi3-Vision, ...)
     🔗 swift.readthedocs.io/zh-cn/latest/llm/index.html

169. juncongmoo/pyllama ⭐ 2,800
     LLaMA: Open and Efficient Foundation Language Models

170. lm-sys/RouteLLM ⭐ 2,675
     A framework for serving and evaluating LLM routers - save LLM costs without compromising quality!

171. pipecat-ai/pipecat ⭐ 2,674
     Open Source framework for voice and multimodal conversational AI

172. paperswithcode/galai ⭐ 2,673
     Model API for GALACTICA

173. alpha-vllm/LLaMA2-Accessory ⭐ 2,656
     An Open-source Toolkit for LLM Development
     🔗 llama2-accessory.readthedocs.io

174. cohere-ai/cohere-toolkit ⭐ 2,651
     Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

175. mistralai/mistral-finetune ⭐ 2,606
     A light-weight codebase that enables memory-efficient and performant finetuning of Mistral's models. It is based on LoRA.

176. bclavie/RAGatouille ⭐ 2,592
     Bridging the gap between state-of-the-art research and alchemical RAG pipeline practices.

177. hegelai/prompttools ⭐ 2,584
     Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
     🔗 prompttools.readthedocs.io

178. databricks/dbrx ⭐ 2,488
     Code examples and resources for DBRX, a large language model developed by Databricks
     🔗 www.databricks.com

179. huggingface/text-embeddings-inference ⭐ 2,400
     A blazing fast inference solution for text embeddings models
     🔗 huggingface.co/docs/text-embeddings-inference/quick_tour

180. ofa-sys/OFA ⭐ 2,379
     Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

181. young-geng/EasyLM ⭐ 2,344
     Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

182. civitai/sd_civitai_extension ⭐ 2,307
     All of the Civitai models inside Automatic 1111 Stable Diffusion Web UI

183. noahshinn/reflexion ⭐ 2,212
     [NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

184. cheshire-cat-ai/core ⭐ 2,200
     Production ready AI agent framework
     🔗 cheshirecat.ai

185. openai/finetune-transformer-lm ⭐ 2,127
     Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
     🔗 s3-us-west-2.amazonaws.com/openai-assets/research-covers/language-unsupervised/language_understanding_paper.pdf

186. langroid/langroid ⭐ 2,121
     Harness LLMs with Multi-Agent Programming
     🔗 langroid.github.io/langroid

187. intel/neural-compressor ⭐ 2,108
     SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
     🔗 intel.github.io/neural-compressor

188. tairov/llama2.mojo ⭐ 2,087
     Inference Llama 2 in one file of pure 🔥
     🔗 www.modular.com/blog/community-spotlight-how-i-built-llama2-by-aydyn-tairov

189. openai/image-gpt ⭐ 2,025
     Archived. Code and models from the paper "Generative Pretraining from Pixels"

190. spcl/graph-of-thoughts ⭐ 2,021
     Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
     🔗 arxiv.org/pdf/2308.09687.pdf

191. predibase/lorax ⭐ 1,989
     Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
     🔗 loraexchange.ai

192. lucidrains/toolformer-pytorch ⭐ 1,933
     Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI

193. neulab/prompt2model ⭐ 1,932
     prompt2model - Generate Deployable Models from Natural Language Instructions

194. truera/trulens ⭐ 1,923
     Evaluation and Tracking for LLM Experiments
     🔗 www.trulens.org

195. openai/gpt-2-output-dataset ⭐ 1,921
     Dataset of GPT-2 outputs for research in detection, biases, and more

196. minimaxir/aitextgen ⭐ 1,833
     A robust Python tool for text-based AI training and generation using GPT-2.
     🔗 docs.aitextgen.io

197. ist-daslab/gptq ⭐ 1,829
     Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
     🔗 arxiv.org/abs/2210.17323

198. epfllm/meditron ⭐ 1,797
     Meditron is a suite of open-source medical Large Language Models (LLMs).
     🔗 huggingface.co/epfl-llm

199. microsoft/Megatron-DeepSpeed ⭐ 1,789
     Ongoing research training transformer language models at scale, including: BERT & GPT-2

200. openai/gpt-discord-bot ⭐ 1,747
     Example Discord bot written in Python that uses the completions API to have conversations with the text-davinci-003 model, and the moderations API to filter the messages.

201. akariasai/self-rag ⭐ 1,676
     This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.
     🔗 selfrag.github.io

202. facebookresearch/chameleon ⭐ 1,668
     Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.
     🔗 arxiv.org/abs/2405.09818

203. ray-project/llm-applications ⭐ 1,645
     A comprehensive guide to building RAG-based LLM applications for production.

204. casper-hansen/AutoAWQ ⭐ 1,542
     AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
     🔗 casper-hansen.github.io/autoawq

205. jina-ai/thinkgpt ⭐ 1,513
     Agent techniques to augment your LLM and push it beyong its limits

206. openai/simple-evals ⭐ 1,449
     Lightweight library for evaluating language models

207. cstankonrad/long_llama ⭐ 1,444
     LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transformer (FoT) method.

208. azure-samples/graphrag-accelerator ⭐ 1,430
     One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure
     🔗 github.com/microsoft/graphrag

209. farizrahman4u/loopgpt ⭐ 1,424
     Re-implementation of Auto-GPT as a python package, written with modularity and extensibility in mind.

210. run-llama/llama-lab ⭐ 1,374
     Llama Lab is a repo dedicated to building cutting-edge projects using LlamaIndex

211. agentops-ai/tokencost ⭐ 1,334
     Easy token price estimates for 400+ LLMs. TokenOps.
     🔗 agentops.ai

212. explosion/spacy-transformers ⭐ 1,331
     🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
     🔗 spacy.io/usage/embeddings-transformers

213. chatarena/chatarena ⭐ 1,310
     ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

214. bigscience-workshop/Megatron-DeepSpeed ⭐ 1,296
     Ongoing research training transformer language models at scale, including: BERT & GPT-2

215. meetkai/functionary ⭐ 1,279
     Chat language model that can use tools and interpret the results

216. ray-project/ray-llm ⭐ 1,213
     RayLLM - LLMs on Ray
     🔗 aviary.anyscale.com

217. evolvinglmms-lab/lmms-eval ⭐ 1,199
     Accelerating the development of large multimodal models (LMMs) with lmms-eval
     🔗 lmms-lab.github.io

218. srush/MiniChain ⭐ 1,198
     A tiny library for coding with large language models.
     🔗 srush-minichain.hf.space

219. linksoul-ai/AutoAgents ⭐ 1,126
     [IJCAI 2024] Generate different roles for GPTs to form a collaborative entity for complex tasks.
     🔗 huggingface.co/spaces/linksoul/autoagents

220. ibm/Dromedary ⭐ 1,104
     Dromedary: towards helpful, ethical and reliable LLMs.

221. agenta-ai/agenta ⭐ 1,090
     The all-in-one LLM developer platform: prompt management, evaluation, human feedback, and deployment all in one place.
     🔗 www.agenta.ai

222. keirp/automatic_prompt_engineer ⭐ 1,078
     Large Language Models Are Human-Level Prompt Engineers

223. hao-ai-lab/LookaheadDecoding ⭐ 1,065
     Break the Sequential Dependency of LLM Inference Using Lookahead Decoding

224. lupantech/chameleon-llm ⭐ 1,051
     Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".
     🔗 chameleon-llm.github.io

225. explosion/spacy-llm ⭐ 1,041
     🦙 Integrating LLMs into structured NLP pipelines
     🔗 spacy.io/usage/large-language-models

226. rlancemartin/auto-evaluator ⭐ 1,040
     Evaluation tool for LLM QA chains
     🔗 autoevaluator.langchain.com

227. nomic-ai/pygpt4all ⭐ 1,026
     Official supported Python bindings for llama.cpp + gpt4all
     🔗 nomic-ai.github.io/pygpt4all

228. mlfoundations/dclm ⭐ 1,024
     DataComp for Language Models

229. huggingface/nanotron ⭐ 1,021
     Minimalistic large language model 3D-parallelism training

230. ctlllll/LLM-ToolMaker ⭐ 1,013
     Large Language Models as Tool Makers

231. microsoft/Llama-2-Onnx ⭐ 1,003
     A Microsoft optimized version of the Llama 2 model, available from Meta

232. ajndkr/lanarky ⭐ 965
     The web framework for building LLM microservices
     🔗 lanarky.ajndkr.com

233. likejazz/llama3.np ⭐ 943
     llama3.np is a pure NumPy implementation for Llama 3 model.

234. pinecone-io/canopy ⭐ 934
     Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone
     🔗 www.pinecone.io

235. cerebras/modelzoo ⭐ 872
     Examples of common deep learning models that can be trained on Cerebras hardware

236. muennighoff/sgpt ⭐ 830
     SGPT: GPT Sentence Embeddings for Semantic Search
     🔗 arxiv.org/abs/2202.08904

237. topoteretes/cognee ⭐ 786
     Deterministic LLMs Outputs for AI Applications and AI Agents
     🔗 www.cognee.ai

238. oliveirabruno01/babyagi-asi ⭐ 773
     BabyAGI: an Autonomous and Self-Improving agent, or BASI

239. datadreamer-dev/DataDreamer ⭐ 760
     DataDreamer is a powerful open-source Python library for prompting, synthetic data generation, and training workflows. It is designed to be simple, extremely efficient, and research-grade.
     🔗 datadreamer.dev

240. opengenerativeai/GenossGPT ⭐ 748
     One API for all LLMs either Private or Public (Anthropic, Llama V2, GPT 3.5/4, Vertex, GPT4ALL, HuggingFace ...) 🌈🐂 Replace OpenAI GPT with any LLMs in your app with one line.
     🔗 genoss.ai

241. langchain-ai/langsmith-cookbook ⭐ 726
     LangSmith is a platform for building production-grade LLM applications.
     🔗 langsmith-cookbook.vercel.app

242. prometheus-eval/prometheus-eval ⭐ 719
     Evaluate your LLM's response with Prometheus and GPT4 💯

243. salesforce/xgen ⭐ 713
     Salesforce open-source LLMs with 8k sequence length.

244. junruxiong/IncarnaMind ⭐ 707
     Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs
     🔗 www.incarnamind.com

245. opengvlab/OmniQuant ⭐ 643
     [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.

246. wandb/weave ⭐ 630
     Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.
     🔗 wandb.me/weave

247. squeezeailab/SqueezeLLM ⭐ 619
     [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
     🔗 arxiv.org/abs/2306.07629

248. lupantech/ScienceQA ⭐ 580
     Data and code for NeurIPS 2022 Paper "Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering".

249. zhudotexe/kani ⭐ 543
     kani (カニ) is a highly hackable microframework for chat-based language models with tool use/function calling. (NLP-OSS @ EMNLP 2023)
     🔗 kani.readthedocs.io

250. hazyresearch/ama_prompting ⭐ 535
     Ask Me Anything language model prompting

251. vahe1994/SpQR ⭐ 517
     Quantization algorithm and the model evaluation code for SpQR method for LLM compression

252. huggingface/lighteval ⭐ 516
     LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.

253. continuum-llms/chatgpt-memory ⭐ 511
     Allows to scale the ChatGPT API to multiple simultaneous sessions with infinite contextual and adaptive memory powered by GPT and Redis datastore.

254. tsinghuadatabasegroup/DB-GPT ⭐ 507
     LLM As Database Administrator
     🔗 dbgpt.dbmind.cn

255. hazyresearch/H3 ⭐ 506
     Language Modeling with the H3 State Space Model

256. modal-labs/llm-finetuning ⭐ 505
     Guide for fine-tuning Llama/Mistral/CodeLlama models and more

257. nousresearch/Hermes-Function-Calling ⭐ 504
     Code for the Hermes Pro Large Language Model to perform function calling based on the provided schema. It allows users to query the model and retrieve information related to stock prices, company fundamentals, financial statements

258. judahpaul16/gpt-home ⭐ 383
     ChatGPT at home! Basically a better Google Nest Hub or Amazon Alexa home assistant. Built on the Raspberry Pi using the OpenAI API.
     🔗 hub.docker.com/r/judahpaul/gpt-home

259. stanford-oval/suql ⭐ 178
     SUQL: Conversational Search over Structured and Unstructured Data with LLMs
     🔗 arxiv.org/abs/2311.09818

Math and Science

Mathematical, numerical and scientific libraries.

1. numpy/numpy ⭐ 27,305
   The fundamental package for scientific computing with Python.
   🔗 numpy.org

2. taichi-dev/taichi ⭐ 25,179
   Productive, portable, and performant GPU programming in Python: Taichi Lang is an open-source, imperative, parallel programming language for high-performance numerical computation.
   🔗 taichi-lang.org

3. scipy/scipy ⭐ 12,806
   SciPy library main repository
   🔗 scipy.org

4. sympy/sympy ⭐ 12,680
   A computer algebra system written in pure Python
   🔗 sympy.org

5. google/or-tools ⭐ 10,882
   Google Optimization Tools (a.k.a., OR-Tools) is an open-source, fast and portable software suite for solving combinatorial optimization problems.
   🔗 developers.google.com/optimization

6. z3prover/z3 ⭐ 10,052
   Z3 is a theorem prover from Microsoft Research with a Python language binding.

7. cupy/cupy ⭐ 8,037
   NumPy & SciPy for GPU
   🔗 cupy.dev

8. google-deepmind/alphageometry ⭐ 3,970
   Solving Olympiad Geometry without Human Demonstrations

9. mikedh/trimesh ⭐ 2,895
   Python library for loading and using triangular meshes.
   🔗 trimesh.org

10. mckinsey/causalnex ⭐ 2,202
    A Python library that helps data scientists to infer causation rather than observing correlation.
    🔗 causalnex.readthedocs.io

11. pyomo/pyomo ⭐ 1,939
    An object-oriented algebraic modeling language in Python for structured optimization problems.
    🔗 www.pyomo.org

12. facebookresearch/theseus ⭐ 1,690
    A library for differentiable nonlinear optimization

13. google-research/torchsde ⭐ 1,539
    Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

14. dynamicslab/pysindy ⭐ 1,383
    A package for the sparse identification of nonlinear dynamical systems from data
    🔗 pysindy.readthedocs.io/en/latest

15. geomstats/geomstats ⭐ 1,187
    Computations and statistics on manifolds with geometric structures.
    🔗 geomstats.ai

16. cma-es/pycma ⭐ 1,064
    pycma is a Python implementation of CMA-ES and a few related numerical optimization tools.

17. sj001/AI-Feynman ⭐ 616
    Implementation of AI Feynman: a Physics-Inspired Method for Symbolic Regression

18. willianfuks/tfcausalimpact ⭐ 600
    Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.

19. lean-dojo/LeanDojo ⭐ 530
    Tool for data extraction and interacting with Lean programmatically.
    🔗 leandojo.org

20. brandondube/prysm ⭐ 249
    Prysm is an open-source library for physical and first-order modeling of optical systems and analysis of related data: numerical and physical optics, integrated modeling, phase retrieval, segmented systems, polynomials and fitting, sequential raytracing.
    🔗 prysm.readthedocs.io/en/stable

21. lean-dojo/ReProver ⭐ 201
    Retrieval-Augmented Theorem Provers for Lean
    🔗 leandojo.org

22. albahnsen/pycircular ⭐ 92
    pycircular is a Python module for circular data analysis

23. gbillotey/Fractalshades ⭐ 27
    Arbitrary-precision fractal explorer - Python package

Machine Learning - General

General and classical machine learning libraries. See below for other sections covering specialised ML areas.

1. scikit-learn/scikit-learn ⭐ 59,148
   scikit-learn: machine learning in Python
   🔗 scikit-learn.org

2. openai/openai-cookbook ⭐ 58,036
   Examples and guides for using the OpenAI API
   🔗 cookbook.openai.com

3. tencentarc/GFPGAN ⭐ 35,263
   GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

4. suno-ai/bark ⭐ 34,153
   🔊 Text-Prompted Generative Audio Model

5. google-research/google-research ⭐ 33,588
   This repository contains code released by Google Research
   🔗 research.google

6. facebookresearch/faiss ⭐ 29,909
   A library for efficient similarity search and clustering of dense vectors.
   🔗 faiss.ai

7. google/jax ⭐ 29,440
   Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
   🔗 jax.readthedocs.io

8. open-mmlab/mmdetection ⭐ 28,801
   OpenMMLab Detection Toolbox and Benchmark
   🔗 mmdetection.readthedocs.io

9. ageron/handson-ml2 ⭐ 27,516
   A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

10. lutzroeder/netron ⭐ 27,115
    Visualizer for neural network, deep learning and machine learning models
    🔗 netron.app

11. google/mediapipe ⭐ 26,467
    Cross-platform, customizable ML solutions for live and streaming media.
    🔗 mediapipe.dev

12. dmlc/xgboost ⭐ 25,951
    Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
    🔗 xgboost.readthedocs.io/en/stable

13. harisiqbal88/PlotNeuralNet ⭐ 21,692
    Latex code for making neural networks diagrams

14. jina-ai/jina ⭐ 20,737
    ☁️ Build multimodal AI applications with cloud-native stack
    🔗 docs.jina.ai

15. roboflow/supervision ⭐ 18,298
    We write your reusable computer vision tools. 💜
    🔗 supervision.roboflow.com

16. onnx/onnx ⭐ 17,422
    Open standard for machine learning interoperability
    🔗 onnx.ai

17. microsoft/LightGBM ⭐ 16,449
    A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
    🔗 lightgbm.readthedocs.io/en/latest

18. ml-explore/mlx ⭐ 16,118
    MLX is an array framework for machine learning on Apple silicon, brought to you by Apple machine learning research.
    🔗 ml-explore.github.io/mlx

19. tensorflow/tensor2tensor ⭐ 15,230
    Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

20. ddbourgin/numpy-ml ⭐ 15,129
    Machine learning, in numpy
    🔗 numpy-ml.readthedocs.io

21. aleju/imgaug ⭐ 14,301
    Image augmentation for machine learning experiments.
    🔗 imgaug.readthedocs.io

22. microsoft/nni ⭐ 13,929
    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
    🔗 nni.readthedocs.io

23. microsoft/onnxruntime ⭐ 13,821
    ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
    🔗 onnxruntime.ai

24. jindongwang/transferlearning ⭐ 13,165
    Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
    🔗 transferlearning.xyz

25. deepmind/deepmind-research ⭐ 13,006
    This repository contains implementations and illustrative code to accompany DeepMind publications

26. spotify/annoy ⭐ 13,005
    Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

27. neonbjb/tortoise-tts ⭐ 12,648
    A multi-voice TTS system trained with an emphasis on quality

28. deepmind/alphafold ⭐ 12,192
    Implementation of the inference pipeline of AlphaFold v2

29. ggerganov/ggml ⭐ 10,525
    Tensor library for machine learning

30. facebookresearch/AnimatedDrawings ⭐ 10,404
    Code to accompany "A Method for Animating Children's Drawings of the Human Figure"

31. optuna/optuna ⭐ 10,337
    A hyperparameter optimization framework
    🔗 optuna.org

32. twitter/the-algorithm-ml ⭐ 9,990
    Source code for Twitter's Recommendation Algorithm
    🔗 blog.twitter.com/engineering/en_us/topics/open-source/2023/twitter-recommendation-algorithm

33. statsmodels/statsmodels ⭐ 9,884
    Statsmodels: statistical modeling and econometrics in Python
    🔗 www.statsmodels.org/devel

34. epistasislab/tpot ⭐ 9,626
    A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
    🔗 epistasislab.github.io/tpot

35. megvii-basedetection/YOLOX ⭐ 9,232
    YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

36. cleanlab/cleanlab ⭐ 9,229
    The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
    🔗 cleanlab.ai

37. wandb/wandb ⭐ 8,745
    🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
    🔗 wandb.ai

38. pycaret/pycaret ⭐ 8,733
    An open-source, low-code machine learning library in Python
    🔗 www.pycaret.org

39. pymc-devs/pymc ⭐ 8,551
    Bayesian Modeling and Probabilistic Programming in Python
    🔗 docs.pymc.io

40. uberi/speech_recognition ⭐ 8,238
    Speech recognition module for Python, supporting several engines and APIs, online and offline.
    🔗 pypi.python.org/pypi/speechrecognition

41. facebookresearch/xformers ⭐ 8,177
    Hackable and optimized Transformers building blocks, supporting a composable construction.
    🔗 facebookresearch.github.io/xformers

42. catboost/catboost ⭐ 7,952
    A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
    🔗 catboost.ai

43. open-mmlab/mmsegmentation ⭐ 7,849
    OpenMMLab Semantic Segmentation Toolbox and Benchmark.
    🔗 mmsegmentation.readthedocs.io/en/main

44. awslabs/autogluon ⭐ 7,517
    Fast and Accurate ML in 3 Lines of Code
    🔗 auto.gluon.ai

45. automl/auto-sklearn ⭐ 7,512
    Automated Machine Learning with scikit-learn
    🔗 automl.github.io/auto-sklearn

46. huggingface/accelerate ⭐ 7,486
    🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
    🔗 huggingface.co/docs/accelerate

47. lmcinnes/umap ⭐ 7,282
    Uniform Manifold Approximation and Projection

48. hyperopt/hyperopt ⭐ 7,175
    Distributed Asynchronous Hyperparameter Optimization in Python
    🔗 hyperopt.github.io/hyperopt

49. featurelabs/featuretools ⭐ 7,152
    An open source python library for automated feature engineering
    🔗 www.featuretools.com

50. py-why/dowhy ⭐ 6,945
    DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
    🔗 www.pywhy.org/dowhy

51. hips/autograd ⭐ 6,888
    Efficiently computes derivatives of numpy code.

52. open-mmlab/mmagic ⭐ 6,795
    OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
    🔗 mmagic.readthedocs.io/en/latest

53. scikit-learn-contrib/imbalanced-learn ⭐ 6,772
    A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
    🔗 imbalanced-learn.org

54. probml/pyprobml ⭐ 6,402
    Python code for "Probabilistic Machine learning" book by Kevin Murphy

55. nicolashug/Surprise ⭐ 6,301
    A Python scikit for building and analyzing recommender systems
    🔗 surpriselib.com

56. google/automl ⭐ 6,197
    Google Brain AutoML

57. cleverhans-lab/cleverhans ⭐ 6,137
    An adversarial example library for constructing attacks, building defenses, and benchmarking both

58. kevinmusgrave/pytorch-metric-learning ⭐ 5,908
    The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
    🔗 kevinmusgrave.github.io/pytorch-metric-learning

59. open-mmlab/mmcv ⭐ 5,783
    OpenMMLab Computer Vision Foundation
    🔗 mmcv.readthedocs.io/en/latest

60. ml-explore/mlx-examples ⭐ 5,662
    Examples in the MLX framework

61. project-monai/MONAI ⭐ 5,592
    AI Toolkit for Healthcare Imaging
    🔗 monai.io

62. thudm/CogVideo ⭐ 5,294
    Text-to-video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

63. mdbloice/Augmentor ⭐ 5,049
    Image augmentation library in Python for machine learning.
    🔗 augmentor.readthedocs.io/en/stable

64. online-ml/river ⭐ 4,927
    🌊 Online machine learning in Python
    🔗 riverml.xyz

65. uber/causalml ⭐ 4,926
    Uplift modeling and causal inference with machine learning algorithms

66. rasbt/mlxtend ⭐ 4,843
    A library of extension and helper modules for Python's data analysis and machine learning libraries.
    🔗 rasbt.github.io/mlxtend

67. google-gemini/cookbook ⭐ 4,483
    A collection of guides and examples for the Gemini API, including quickstart tutorials for writing prompts.
    🔗 ai.google.dev/gemini-api/docs

68. google-deepmind/graphcast ⭐ 4,462
    GraphCast: Learning skillful medium-range global weather forecasting

69. marqo-ai/marqo ⭐ 4,393
    Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
    🔗 www.marqo.ai

70. lucidrains/deep-daze ⭐ 4,376
    Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

71. skvark/opencv-python ⭐ 4,372
    Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.
    🔗 pypi.org/project/opencv-python

72. sanchit-gandhi/whisper-jax ⭐ 4,300
    JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

73. apple/coremltools ⭐ 4,277
    Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
    🔗 coremltools.readme.io

74. districtdatalabs/yellowbrick ⭐ 4,253
    Visual analysis and diagnostic tools to facilitate machine learning model selection.
    🔗 www.scikit-yb.org

75. nmslib/hnswlib ⭐ 4,203
    Header-only C++/python library for fast approximate nearest neighbors
    🔗 github.com/nmslib/hnswlib

76. nv-tlabs/GET3D ⭐ 4,169
    Generative Model of High Quality 3D Textured Shapes Learned from Images

77. cmusphinx/pocketsphinx ⭐ 3,863
    A small speech recognizer

78. microsoft/FLAML ⭐ 3,802
    A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
    🔗 microsoft.github.io/flaml

79. ourownstory/neural_prophet ⭐ 3,770
    NeuralProphet: A simple forecasting package
    🔗 neuralprophet.com

80. py-why/EconML ⭐ 3,700
    ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to brin...
    🔗 www.microsoft.com/en-us/research/project/alice

81. huggingface/autotrain-advanced ⭐ 3,695
    AutoTrain Advanced: faster and easier training and deployments of state-of-the-art machine learning models
    🔗 huggingface.co/autotrain

82. huggingface/notebooks ⭐ 3,503
    Notebooks using the Hugging Face libraries 🤗

83. zjunlp/DeepKE ⭐ 3,306
    [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
    🔗 deepke.zjukg.cn

84. rucaibox/RecBole ⭐ 3,297
    A unified, comprehensive and efficient recommendation library
    🔗 recbole.io

85. yoheinakajima/instagraph ⭐ 3,262
    Converts text input or URL into knowledge graph and displays

86. facebookresearch/vissl ⭐ 3,244
    VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
    🔗 vissl.ai

87. pytorch/glow ⭐ 3,193
    Compiler for Neural Network hardware accelerators

88. lucidrains/musiclm-pytorch ⭐ 3,111
    Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

89. hrnet/HRNet-Semantic-Segmentation ⭐ 3,107
    The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

90. mljar/mljar-supervised ⭐ 2,986
    Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
    🔗 mljar.com

91. lightly-ai/lightly ⭐ 2,877
    A python library for self-supervised learning on images.
    🔗 docs.lightly.ai/self-supervised-learning

92. shankarpandala/lazypredict ⭐ 2,819
    Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

93. scikit-learn-contrib/hdbscan ⭐ 2,741
    A high performance implementation of HDBSCAN clustering.
    🔗 hdbscan.readthedocs.io/en/latest

94. scikit-optimize/scikit-optimize ⭐ 2,737
    Sequential model-based optimization with a scipy.optimize interface
    🔗 scikit-optimize.github.io

95. huggingface/safetensors ⭐ 2,679
    Implements a new simple format for storing tensors safely (as opposed to pickle) and that is still fast (zero-copy).
    🔗 huggingface.co/docs/safetensors

96. google-research/t5x ⭐ 2,602
    T5X is a modular, composable, research-friendly framework for high-performance, configurable, self-service training, evaluation, and inference of sequence models (starting with language) at many scales.

97. apple/ml-ane-transformers ⭐ 2,530
    Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

98. freedmand/semantra ⭐ 2,456
    Semantra is a multipurpose tool for semantically searching documents. Query by meaning rather than just by matching text.

99. scikit-learn-contrib/category_encoders ⭐ 2,392
    A library of sklearn compatible categorical variable encoders
    🔗 contrib.scikit-learn.org/category_encoders

100. huggingface/optimum ⭐ 2,377
     🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
     🔗 huggingface.co/docs/optimum/main

101. rom1504/clip-retrieval ⭐ 2,305
     Easily compute clip embeddings and build a clip retrieval system with them
     🔗 rom1504.github.io/clip-retrieval

102. aws/sagemaker-python-sdk ⭐ 2,082
     A library for training and deploying machine learning models on Amazon SageMaker
     🔗 sagemaker.readthedocs.io

103. eric-mitchell/direct-preference-optimization ⭐ 1,940
     Reference implementation for DPO (Direct Preference Optimization)

104. huggingface/evaluate ⭐ 1,925
     🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
     🔗 huggingface.co/docs/evaluate

105. huggingface/huggingface_hub ⭐ 1,903
     The official Python client for the Huggingface Hub.
     🔗 huggingface.co/docs/huggingface_hub

106. rentruewang/koila ⭐ 1,816
     Prevent PyTorch's CUDA error: out of memory in just 1 line of code.
     🔗 rentruewang.com/koila

107. contextlab/hypertools ⭐ 1,812
     A Python toolbox for gaining geometric insights into high-dimensional data
     🔗 hypertools.readthedocs.io/en/latest

108. linkedin/greykite ⭐ 1,804
     A flexible, intuitive and fast forecasting library

109. bmabey/pyLDAvis ⭐ 1,801
     Python library for interactive topic model visualization. Port of the R LDAvis package.

110. scikit-learn-contrib/lightning ⭐ 1,719
     Large-scale linear classification, regression and ranking in Python
     🔗 contrib.scikit-learn.org/lightning

111. tensorflow/addons ⭐ 1,688
     Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

112. microsoft/i-Code ⭐ 1,658
     The ambition of the i-Code project is to build integrative and composable multimodal AI. The "i" stands for integrative multimodal learning.

113. castorini/pyserini ⭐ 1,587
     Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
     🔗 pyserini.io

114. googlecloudplatform/vertex-ai-samples ⭐ 1,579
     Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.
     🔗 cloud.google.com/vertex-ai

115. visual-layer/fastdup ⭐ 1,547
     fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

116. laekov/fastmoe ⭐ 1,498
     A fast MoE impl for PyTorch
     🔗 fastmoe.ai

117. microsoft/Olive ⭐ 1,476
     Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.
     🔗 microsoft.github.io/olive

118. kubeflow/katib ⭐ 1,472
     Automated Machine Learning on Kubernetes
     🔗 www.kubeflow.org/docs/components/katib

119. jina-ai/finetuner ⭐ 1,455
     🎯 Task-oriented embedding tuning for BERT, CLIP, etc.
     🔗 finetuner.jina.ai

120. csinva/imodels ⭐ 1,351
     Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
     🔗 csinva.io/imodels

121. microsoft/Semi-supervised-learning ⭐ 1,287
     A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
     🔗 usb.readthedocs.io

122. borealisai/advertorch ⭐ 1,285
     A Toolbox for Adversarial Robustness Research

123. patchy631/machine-learning ⭐ 1,267
     Machine Learning Tutorials Repository

124. spotify/voyager ⭐ 1,249
     🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
     🔗 spotify.github.io/voyager

125. awslabs/dgl-ke ⭐ 1,249
     High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
     🔗 dglke.dgl.ai/doc

126. qdrant/fastembed ⭐ 1,240
     Fast, Accurate, Lightweight Python library to make State of the Art Embedding
     🔗 qdrant.github.io/fastembed

127. koaning/scikit-lego ⭐ 1,228
     Extra blocks for scikit-learn pipelines.
     🔗 koaning.github.io/scikit-lego

128. google/vizier ⭐ 1,201
     Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
     🔗 oss-vizier.readthedocs.io

129. automl/TabPFN ⭐ 1,153
     Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.
     🔗 priorlabs.ai

130. pytorch/FBGEMM ⭐ 1,146
     FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

131. lightning-ai/lightning-thunder ⭐ 1,104
     Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.

132. google-research/deeplab2 ⭐ 992
     DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.

133. davidmrau/mixture-of-experts ⭐ 918
     PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

134. lmcinnes/pynndescent ⭐ 875
     A Python nearest neighbor descent for approximate nearest neighbors

135. hazyresearch/safari ⭐ 858
     Convolutions for Sequence Modeling

136. oml-team/open-metric-learning ⭐ 843
     OML is a PyTorch-based framework to train and validate the models producing high-quality embeddings.
     🔗 open-metric-learning.readthedocs.io/en/latest/index.html

137. opentensor/bittensor ⭐ 842
     Internet-scale Neural Networks
     🔗 www.bittensor.com

138. nvidia/cuda-python ⭐ 838
     CUDA Python Low-level Bindings
     🔗 nvidia.github.io/cuda-python

139. criteo/autofaiss ⭐ 783
     Automatically create Faiss knn indices with the most optimal similarity search parameters.
     🔗 criteo.github.io/autofaiss

140. huggingface/optimum-quanto ⭐ 713
     A pytorch quantization backend for optimum

141. replicate/replicate-python ⭐ 705
     Python client for Replicate
     🔗 replicate.com

142. awslabs/python-deequ ⭐ 685
     Python API for Deequ, a library built on Spark for defining "unit tests for data", which measure data quality in large datasets

143. facebookresearch/balance ⭐ 678
     The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
     🔗 import-balance.org

144. nicolas-hbt/pygraft ⭐ 659
     Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
     🔗 pygraft.readthedocs.io/en/latest

145. qdrant/quaterion ⭐ 630
     Blazing fast framework for fine-tuning similarity learning models
     🔗 quaterion.qdrant.tech

146. hpcaitech/EnergonAI ⭐ 629
     Large-scale model inference.

147. pymc-labs/pymc-marketing ⭐ 622
     Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
     🔗 www.pymc-marketing.io

148. googleapis/python-aiplatform ⭐ 598
     A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.

149. huggingface/exporters ⭐ 595
     Export Hugging Face models to Core ML and TensorFlow Lite

150. microsoft/Focal-Transformer ⭐ 543
     [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"

151. cvxgrp/pymde ⭐ 531
     Minimum-distortion embedding with PyTorch
     🔗 pymde.org

152. nevronai/MetisFL ⭐ 530
     The first open Federated Learning framework implemented in C++ and Python.
     🔗 metisfl.org

153. mrdbourke/m1-machine-learning-test ⭐ 516
     Code for testing various M1 Chip benchmarks with TensorFlow.

154. linkedin/FastTreeSHAP ⭐ 504
     Fast SHAP value computation for interpreting tree-based models

155. intellabs/bayesian-torch ⭐ 503
     A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

156. lightning-ai/litdata ⭐ 281
     Transform datasets at scale. Optimize datasets for fast AI model training.

157. dylanhogg/gptauthor ⭐ 54
     GPTAuthor is an AI tool for writing long form, multi-chapter stories given a story prompt.

Machine Learning - Deep Learning

Machine learning libraries that cross over with deep learning in some way.

1. tensorflow/tensorflow ⭐ 184,632
   An Open Source Machine Learning Framework for Everyone
   🔗 tensorflow.org

2. pytorch/pytorch ⭐ 81,182
   Tensors and Dynamic neural networks in Python with strong GPU acceleration
   🔗 pytorch.org

3. openai/whisper ⭐ 65,802
   Robust Speech Recognition via Large-Scale Weak Supervision

4. keras-team/keras ⭐ 61,447
   Deep Learning for humans
   🔗 keras.io

5. deepfakes/faceswap ⭐ 50,041
   Deepfakes Software For All
   🔗 www.faceswap.dev

6. iperov/DeepFaceLab ⭐ 46,547
   DeepFaceLab is the leading software for creating deepfakes.

7. facebookresearch/segment-anything ⭐ 46,137
   The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

8. microsoft/DeepSpeed ⭐ 34,254
   DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
   🔗 www.deepspeed.ai

9. rwightman/pytorch-image-models ⭐ 31,059
   The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
   🔗 huggingface.co/docs/timm

10. facebookresearch/detectron2 ⭐ 29,682
    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
    🔗 detectron2.readthedocs.io/en/latest

11. lightning-ai/pytorch-lightning ⭐ 27,709
    The deep learning framework to pretrain, finetune and deploy AI models. PyTorch Lightning is just organized PyTorch - Lightning disentangles PyTorch code to decouple the science from the engineering.
    🔗 lightning.ai

12. xinntao/Real-ESRGAN ⭐ 27,295
    Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

13. facebookresearch/Detectron ⭐ 26,227
    FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

14. google-research/tuning_playbook ⭐ 26,112
    A playbook for systematically maximizing the performance of deep learning models.

15. matterport/Mask_RCNN ⭐ 24,464
    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

16. openai/CLIP ⭐ 24,117
    CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

17. paddlepaddle/Paddle ⭐ 21,963
    PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
    🔗 www.paddlepaddle.org

18. pyg-team/pytorch_geometric ⭐ 20,760
    Graph Neural Network Library for PyTorch
    🔗 pyg.org

19. apache/mxnet ⭐ 20,740
    Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
    🔗 mxnet.apache.org

20. lucidrains/vit-pytorch ⭐ 19,239
    Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

21. sanster/IOPaint ⭐ 18,447
    Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
    🔗 www.iopaint.com

22. rasbt/deeplearning-models ⭐ 16,511
    A collection of various deep learning architectures, models, and tips

23. danielgatis/rembg ⭐ 15,796
    Rembg is a tool to remove images background

24. albumentations-team/albumentations ⭐ 13,872
    Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
    🔗 albumentations.ai

25. microsoft/Swin-Transformer ⭐ 13,443
    This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
    🔗 arxiv.org/abs/2103.14030

26. dmlc/dgl ⭐ 13,283
    Python package built to ease deep learning on graph, on top of existing DL frameworks.
    🔗 dgl.ai

27. facebookresearch/detr ⭐ 13,229
    End-to-End Object Detection with Transformers

28. nvidia/DeepLearningExamples ⭐ 13,101
    State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

29. kornia/kornia ⭐ 9,692
    Geometric Computer Vision Library for Spatial AI
    🔗 kornia.readthedocs.io

30. mlfoundations/open_clip ⭐ 9,491
    An open source implementation of OpenAI's CLIP (Contrastive Language-Image Pre-training)

31. keras-team/autokeras ⭐ 9,103
    AutoML library for deep learning
    🔗 autokeras.com

32. modelscope/facechain ⭐ 8,799
    FaceChain is a deep-learning toolchain for generating your Digital-Twin.

33. facebookresearch/pytorch3d ⭐ 8,570
    PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
    🔗 pytorch3d.org

34. pyro-ppl/pyro ⭐ 8,465
    Deep universal probabilistic programming with Python and PyTorch
    🔗 pyro.ai

35. arogozhnikov/einops ⭐ 8,263
    Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
    🔗 einops.rocks

36. nvidia/apex ⭐ 8,238
    A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

37. facebookresearch/ImageBind ⭐ 8,146
    ImageBind One Embedding Space to Bind Them All

38. google/trax ⭐ 8,024
    Trax — Deep Learning with Clear Code and Speed

39. lucidrains/imagen-pytorch ⭐ 7,937
    Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

40. xpixelgroup/BasicSR ⭐ 6,584
    Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
    🔗 basicsr.readthedocs.io/en/latest

41. google/flax ⭐ 5,871
    Flax is a neural network library for JAX that is designed for flexibility.
    🔗 flax.readthedocs.io

42. skorch-dev/skorch ⭐ 5,725
    A scikit-learn compatible neural network library that wraps PyTorch

43. facebookresearch/mmf ⭐ 5,464
    A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
    🔗 mmf.sh

44. mosaicml/composer ⭐ 5,096
    Supercharge Your Model Training
    🔗 docs.mosaicml.com

45. facebookincubator/AITemplate ⭐ 4,507
    AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

46. pytorch/ignite ⭐ 4,505
    High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
    🔗 pytorch-ignite.ai

47. deci-ai/super-gradients ⭐ 4,488
    Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
    🔗 www.supergradients.com

48. nvidiagameworks/kaolin ⭐ 4,374
    A PyTorch Library for Accelerating 3D Deep Learning Research

49. williamyang1991/VToonify ⭐ 3,520
    [SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer

50. facebookresearch/PyTorch-BigGraph ⭐ 3,362
    Generate embeddings from large-scale graph-structured data.
    🔗 torchbiggraph.readthedocs.io

51. cvg/LightGlue ⭐ 3,224
    LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

52. google-research/scenic ⭐ 3,189
    Scenic: A Jax Library for Computer Vision Research and Beyond

53. alpa-projects/alpa ⭐ 3,034
    Training and serving large-scale neural networks with auto parallelization.
    🔗 alpa.ai

54. pytorch/botorch ⭐ 3,028
    Bayesian optimization in PyTorch
    🔗 botorch.org

55. deepmind/dm-haiku ⭐ 2,850
    JAX-based neural network library
    🔗 dm-haiku.readthedocs.io

56. explosion/thinc ⭐ 2,811
    🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
    🔗 thinc.ai

57. nerdyrodent/VQGAN-CLIP ⭐ 2,596
    Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

58. danielegrattarola/spektral ⭐ 2,357
    Graph Neural Networks with Keras and Tensorflow 2.
    🔗 graphneural.network

59. google-research/electra ⭐ 2,317
    ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

60. neuralmagic/sparseml ⭐ 2,026
    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

61. fepegar/torchio ⭐ 2,026
    Medical imaging toolkit for deep learning
    🔗 www.torchio.org

62. pytorch/torchrec ⭐ 1,835
    Pytorch domain library for recommendation systems

63. tensorflow/mesh ⭐ 1,573
    Mesh TensorFlow: Model Parallelism Made Easier

64. vt-vl-lab/FGVC ⭐ 1,549
    [ECCV 2020] Flow-edge Guided Video Completion

65. tensorly/tensorly ⭐ 1,528
    TensorLy: Tensor Learning in Python.
    🔗 tensorly.org

66. calculatedcontent/WeightWatcher ⭐ 1,424
    The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

67. hysts/pytorch_image_classification ⭐ 1,338
    PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

68. jeshraghian/snntorch ⭐ 1,214
    Deep and online learning with spiking neural networks in Python
    🔗 snntorch.readthedocs.io/en/latest

69. xl0/lovely-tensors ⭐ 1,080
    Tensors, for human consumption
    🔗 xl0.github.io/lovely-tensors

70. tensorflow/similarity ⭐ 1,007
    TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

71. keras-team/keras-cv ⭐ 987
    Industry-strength Computer Vision workflows with Keras

72. deepmind/android_env ⭐ 983
    RL research on Android devices.

73. deepmind/chex ⭐ 752
    Chex is a library of utilities for helping to write reliable JAX code
    🔗 chex.readthedocs.io

74. kakaobrain/rq-vae-transformer ⭐ 741
    The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)

75. mlfoundations/datacomp ⭐ 626
    DataComp: In search of the next generation of multimodal datasets
    🔗 datacomp.ai

76. whitead/dmol-book ⭐ 602
    Deep learning for molecules and materials book
    🔗 dmol.pub

Machine Learning - Interpretability

Machine learning interpretability libraries. Covers explainability, prediction explainations, dashboards, understanding knowledge development in training.

1. slundberg/shap ⭐ 22,280
   A game theoretic approach to explain the output of any machine learning model.
   🔗 shap.readthedocs.io

2. marcotcr/lime ⭐ 11,451
   Lime: Explaining the predictions of any machine learning classifier

3. interpretml/interpret ⭐ 6,162
   Fit interpretable models. Explain blackbox machine learning.
   🔗 interpret.ml/docs

4. pytorch/captum ⭐ 4,748
   Model interpretability and understanding for PyTorch
   🔗 captum.ai

5. tensorflow/lucid ⭐ 4,640
   A collection of infrastructure and tools for research in neural network interpretability.

6. pair-code/lit ⭐ 3,447
   The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
   🔗 pair-code.github.io/lit

7. arize-ai/phoenix ⭐ 3,242
   AI Observability & Evaluation
   🔗 docs.arize.com/phoenix

8. teamhg-memex/eli5 ⭐ 2,750
   A library for debugging/inspecting machine learning classifiers and explaining their predictions
   🔗 eli5.readthedocs.io

9. maif/shapash ⭐ 2,701
   🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
   🔗 maif.github.io/shapash

10. seldonio/alibi ⭐ 2,356
    Algorithms for explaining machine learning models
    🔗 docs.seldon.io/projects/alibi/en/stable

11. oegedijk/explainerdashboard ⭐ 2,276
    Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
    🔗 explainerdashboard.readthedocs.io

12. eleutherai/pythia ⭐ 2,173
    Interpretability analysis and scaling laws to understand how knowledge develops and evolves during training in autoregressive transformers

13. jalammar/ecco ⭐ 1,948
    Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
    🔗 ecco.readthedocs.io

14. google-deepmind/penzai ⭐ 1,601
    A JAX library for writing models as legible, functional pytree data structures, along with tools for visualizing, modifying, and analyzing them. Penzai focuses on making it easy to do stuff with models after they have been trained
    🔗 penzai.readthedocs.io

15. trusted-ai/AIX360 ⭐ 1,579
    Interpretability and explainability of data and machine learning models
    🔗 aix360.res.ibm.com

16. cdpierse/transformers-interpret ⭐ 1,242
    Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

17. ethicalml/xai ⭐ 1,088
    XAI is a Machine Learning library that is designed with AI explainability in its core. XAI contains various tools that enable for analysis and evaluation of data and models
    🔗 ethical.institute/principles.html#commitment-3

18. selfexplainml/PiML-Toolbox ⭐ 916
    PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
    🔗 selfexplainml.github.io/piml-toolbox

19. salesforce/OmniXAI ⭐ 853
    OmniXAI: A Library for eXplainable AI

20. andyzoujm/representation-engineering ⭐ 668
    Representation Engineering: A Top-Down Approach to AI Transparency
    🔗 www.ai-transparency.org

Machine Learning - Ops

MLOps tools, frameworks and libraries: intersection of machine learning, data engineering and DevOps; deployment, health, diagnostics and governance of ML models.

1. apache/airflow ⭐ 35,799
   Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
   🔗 airflow.apache.org

2. ray-project/ray ⭐ 32,591
   Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
   🔗 ray.io

3. mlflow/mlflow ⭐ 18,118
   Open source platform for the machine learning lifecycle
   🔗 mlflow.org

4. spotify/luigi ⭐ 17,604
   Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

5. prefecthq/prefect ⭐ 15,590
   Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
   🔗 prefect.io

6. horovod/horovod ⭐ 14,095
   Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
   🔗 horovod.ai

7. iterative/dvc ⭐ 13,496
   🦉 ML Experiments and Data Management with Git
   🔗 dvc.org

8. ludwig-ai/ludwig ⭐ 11,035
   Low-code framework for building custom LLMs, neural networks, and other AI models
   🔗 ludwig.ai

9. dagster-io/dagster ⭐ 10,942
   An orchestration platform for the development, production, and observation of data assets.
   🔗 dagster.io

10. great-expectations/great_expectations ⭐ 9,739
    Always know what to expect from your data.
    🔗 docs.greatexpectations.io

11. kedro-org/kedro ⭐ 9,582
    Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
    🔗 kedro.org

12. bentoml/OpenLLM ⭐ 9,548
    Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.
    🔗 bentoml.com

13. dbt-labs/dbt-core ⭐ 9,438
    dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
    🔗 getdbt.com

14. huggingface/text-generation-inference ⭐ 8,558
    A Rust, Python and gRPC server for text generation inference. Used in production at HuggingFace to power Hugging Chat, the Inference API and Inference Endpoint.
    🔗 hf.co/docs/text-generation-inference

15. activeloopai/deeplake ⭐ 7,968
    Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
    🔗 activeloop.ai

16. netflix/metaflow ⭐ 7,923
    🚀 Build and manage real-life ML, AI, and data science projects with ease!
    🔗 metaflow.org

17. mage-ai/mage-ai ⭐ 7,570
    🧙 Build, run, and manage data pipelines for integrating and transforming data.
    🔗 www.mage.ai

18. kestra-io/kestra ⭐ 7,321
    Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.
    🔗 kestra.io

19. bentoml/BentoML ⭐ 6,886
    The easiest way to serve AI apps and models - Build reliable Inference APIs, LLM apps, Multi-model chains, RAG service, and much more!
    🔗 bentoml.com

20. allegroai/clearml ⭐ 5,504
    ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
    🔗 clear.ml/docs

21. feast-dev/feast ⭐ 5,423
    The Open Source Feature Store for Machine Learning
    🔗 feast.dev

22. flyteorg/flyte ⭐ 5,322
    Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
    🔗 flyte.org

23. langfuse/langfuse ⭐ 5,126
    🪢 Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
    🔗 langfuse.com/docs

24. aimhubio/aim ⭐ 5,069
    Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
    🔗 aimstack.io

25. evidentlyai/evidently ⭐ 4,980
    Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
    🔗 www.evidentlyai.com/evidently-oss

26. adap/flower ⭐ 4,699
    Flower: A Friendly Federated Learning Framework
    🔗 flower.ai

27. orchest/orchest ⭐ 4,037
    Build data pipelines, the easy way 🛠️
    🔗 orchest.readthedocs.io/en/stable

28. zenml-io/zenml ⭐ 3,875
    ZenML 🙏: The bridge between ML and Ops. https://zenml.io.
    🔗 zenml.io

29. internlm/lmdeploy ⭐ 3,805
    LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
    🔗 lmdeploy.readthedocs.io/en/latest

30. internlm/xtuner ⭐ 3,545
    An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)
    🔗 xtuner.readthedocs.io/zh-cn/latest

31. polyaxon/polyaxon ⭐ 3,533
    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
    🔗 polyaxon.com

32. kubeflow/pipelines ⭐ 3,530
    Machine Learning Pipelines for Kubeflow
    🔗 www.kubeflow.org/docs/components/pipelines

33. ploomber/ploomber ⭐ 3,458
    The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
    🔗 docs.ploomber.io

34. towhee-io/towhee ⭐ 3,112
    Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
    🔗 towhee.io

35. determined-ai/determined ⭐ 2,958
    Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
    🔗 determined.ai

36. leptonai/leptonai ⭐ 2,608
    A Pythonic framework to simplify AI service building
    🔗 lepton.ai

37. meltano/meltano ⭐ 1,736
    Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
    🔗 meltano.com

38. dagworks-inc/hamilton ⭐ 1,655
    Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
    🔗 hamilton.dagworks.io/en/latest

39. azure/PyRIT ⭐ 1,626
    The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and ML engineers to red team foundation models and their applications.

40. hi-primus/optimus ⭐ 1,466
    🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
    🔗 hi-optimus.com

41. kubeflow/examples ⭐ 1,389
    A repository to host extended examples and tutorials

42. dstackai/dstack ⭐ 1,265
    A lightweight alternative to Kubernetes for AI, simplifying container orchestration on any cloud or on-premises and accelerating AI development, training, and deployment.
    🔗 dstack.ai/docs

43. dagworks-inc/burr ⭐ 1,010
    Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.
    🔗 burr.dagworks.io

44. nccr-itmo/FEDOT ⭐ 627
    Automated modeling and machine learning framework FEDOT
    🔗 fedot.readthedocs.io

Machine Learning - Reinforcement

Machine learning libraries and toolkits that cross over with reinforcement learning in some way: agent reinforcement learning, agent environemnts, RLHF

1. openai/gym ⭐ 34,357
   A toolkit for developing and comparing reinforcement learning algorithms.
   🔗 www.gymlibrary.dev

2. unity-technologies/ml-agents ⭐ 16,750
   The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
   🔗 unity.com/products/machine-learning-agents

3. openai/baselines ⭐ 15,564
   OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

4. google/dopamine ⭐ 10,429
   Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
   🔗 github.com/google/dopamine

5. deepmind/pysc2 ⭐ 7,984
   StarCraft II Learning Environment

6. thu-ml/tianshou ⭐ 7,683
   An elegant PyTorch deep reinforcement learning library.
   🔗 tianshou.org

7. lucidrains/PaLM-rlhf-pytorch ⭐ 7,662
   Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

8. tensorlayer/TensorLayer ⭐ 7,312
   Deep Learning and Reinforcement Learning Library for Scientists and Engineers
   🔗 tensorlayerx.com

9. farama-foundation/Gymnasium ⭐ 6,506
   An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
   🔗 gymnasium.farama.org

10. keras-rl/keras-rl ⭐ 5,507
    Deep Reinforcement Learning for Keras.
    🔗 keras-rl.readthedocs.io

11. deepmind/dm_control ⭐ 3,680
    Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

12. ai4finance-foundation/ElegantRL ⭐ 3,590
    Massively Parallel Deep Reinforcement Learning. 🔥
    🔗 ai4finance.org

13. facebookresearch/ReAgent ⭐ 3,547
    A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
    🔗 reagent.ai

14. deepmind/acme ⭐ 3,449
    A library of reinforcement learning components and agents

15. eureka-research/Eureka ⭐ 2,756
    Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)
    🔗 eureka-research.github.io

16. pettingzoo-team/PettingZoo ⭐ 2,499
    An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
    🔗 pettingzoo.farama.org

17. kzl/decision-transformer ⭐ 2,294
    Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

18. pytorch/rl ⭐ 2,123
    A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
    🔗 pytorch.org/rl

19. anthropics/hh-rlhf ⭐ 1,533
    Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
    🔗 arxiv.org/abs/2204.05862

20. humancompatibleai/imitation ⭐ 1,235
    Clean PyTorch implementations of imitation and reward learning algorithms
    🔗 imitation.readthedocs.io

21. arise-initiative/robosuite ⭐ 1,198
    robosuite: A Modular Simulation Framework and Benchmark for Robot Learning
    🔗 robosuite.ai

22. denys88/rl_games ⭐ 826
    RL Games: High performance RL library

Natural Language Processing

Natural language processing libraries and toolkits: text processing, topic modelling, tokenisers, chatbots. Also see the LLMs and ChatGPT category for crossover.

1. huggingface/transformers ⭐ 130,399
   🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
   🔗 huggingface.co/transformers

2. pytorch/fairseq ⭐ 29,976
   Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

3. explosion/spaCy ⭐ 29,462
   💫 Industrial-strength Natural Language Processing (NLP) in Python
   🔗 spacy.io

4. myshell-ai/OpenVoice ⭐ 27,880
   Instant voice cloning by MyShell.
   🔗 research.myshell.ai/open-voice

5. microsoft/unilm ⭐ 19,343
   Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
   🔗 aka.ms/generalai

6. huggingface/datasets ⭐ 18,856
   🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
   🔗 huggingface.co/docs/datasets

7. rare-technologies/gensim ⭐ 15,502
   Topic Modelling for Humans
   🔗 radimrehurek.com/gensim

8. vikparuchuri/marker ⭐ 15,331
   Marker converts PDF, EPUB, and MOBI to markdown. It's 10x faster than nougat, more accurate on most documents, and has low hallucination risk.
   🔗 www.datalab.to

9. ukplab/sentence-transformers ⭐ 14,624
   Multilingual Sentence & Image Embeddings with BERT
   🔗 www.sbert.net

10. gunthercox/ChatterBot ⭐ 13,985
    ChatterBot is a machine learning, conversational dialog engine for creating chat bots
    🔗 chatterbot.readthedocs.io

11. flairnlp/flair ⭐ 13,775
    A very simple framework for state-of-the-art Natural Language Processing (NLP)
    🔗 flairnlp.github.io/flair

12. nltk/nltk ⭐ 13,331
    NLTK Source
    🔗 www.nltk.org

13. jina-ai/clip-as-service ⭐ 12,326
    🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
    🔗 clip-as-service.jina.ai

14. allenai/allennlp ⭐ 11,727
    An open-source NLP research library, built on PyTorch.
    🔗 www.allennlp.org

15. openai/tiktoken ⭐ 11,450
    tiktoken is a fast BPE tokeniser for use with OpenAI's models.

16. nvidia/NeMo ⭐ 11,201
    A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
    🔗 docs.nvidia.com/nemo-framework/user-guide/latest/overview.html

17. facebookresearch/seamless_communication ⭐ 10,647
    Foundational Models for State-of-the-Art Speech and Text Translation

18. facebookresearch/ParlAI ⭐ 10,457
    A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
    🔗 parl.ai

19. m-bain/whisperX ⭐ 10,430
    WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

20. google/sentencepiece ⭐ 9,940
    Unsupervised text tokenizer for Neural Network-based text generation.

21. vikparuchuri/surya ⭐ 9,448
    OCR, layout analysis, reading order, line detection in 90+ languages
    🔗 www.datalab.to

22. doccano/doccano ⭐ 9,310
    Open source annotation tool for machine learning practitioners.

23. sloria/TextBlob ⭐ 9,058
    Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
    🔗 textblob.readthedocs.io

24. togethercomputer/OpenChatKit ⭐ 9,011
    OpenChatKit provides a powerful, open-source base to create both specialized and general purpose chatbots

25. clips/pattern ⭐ 8,718
    Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
    🔗 github.com/clips/pattern/wiki

26. facebookresearch/nougat ⭐ 8,595
    Implementation of Nougat Neural Optical Understanding for Academic Documents
    🔗 facebookresearch.github.io/nougat

27. neuml/txtai ⭐ 8,447
    💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
    🔗 neuml.github.io/txtai

28. speechbrain/speechbrain ⭐ 8,374
    A PyTorch-based Speech Toolkit
    🔗 speechbrain.github.io

29. espnet/espnet ⭐ 8,195
    End-to-End Speech Processing Toolkit
    🔗 espnet.github.io/espnet

30. deeppavlov/DeepPavlov ⭐ 6,634
    An open source library for deep learning end-to-end dialog systems and chatbots.
    🔗 deeppavlov.ai

31. facebookresearch/metaseq ⭐ 6,446
    A codebase for working with Open Pre-trained Transformers, originally forked from fairseq.

32. kingoflolz/mesh-transformer-jax ⭐ 6,255
    Model parallel transformers in JAX and Haiku

33. maartengr/BERTopic ⭐ 5,902
    Leveraging BERT and c-TF-IDF to create easily interpretable topics.
    🔗 maartengr.github.io/bertopic

34. prefecthq/marvin ⭐ 5,075
    ✨ Build AI interfaces that spark joy
    🔗 askmarvin.ai

35. aiwaves-cn/agents ⭐ 5,064
    An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents

36. minimaxir/textgenrnn ⭐ 4,944
    Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

37. salesforce/CodeGen ⭐ 4,861
    CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

38. layout-parser/layout-parser ⭐ 4,709
    A Unified Toolkit for Deep Learning Based Document Image Analysis
    🔗 layout-parser.github.io

39. facebookresearch/DrQA ⭐ 4,470
    Reading Wikipedia to Answer Open-Domain Questions

40. makcedward/nlpaug ⭐ 4,378
    Data augmentation for NLP
    🔗 makcedward.github.io

41. thilinarajapakse/simpletransformers ⭐ 4,049
    Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
    🔗 simpletransformers.ai

42. argilla-io/argilla ⭐ 3,719
    Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
    🔗 docs.argilla.io

43. maartengr/KeyBERT ⭐ 3,379
    Minimal keyword extraction with BERT
    🔗 maartengr.github.io/keybert

44. life4/textdistance ⭐ 3,344
    📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

45. jsvine/markovify ⭐ 3,290
    A simple, extensible Markov chain generator.

46. promptslab/Promptify ⭐ 3,166
    Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
    🔗 discord.gg/m88xfymbk6

47. bytedance/lightseq ⭐ 3,149
    LightSeq: A High Performance Library for Sequence Processing and Generation

48. errbotio/errbot ⭐ 3,103
    Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
    🔗 errbot.io

49. huawei-noah/Pretrained-Language-Model ⭐ 2,997
    Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

50. neuralmagic/deepsparse ⭐ 2,952
    Sparsity-aware deep learning inference runtime for CPUs
    🔗 neuralmagic.com/deepsparse

51. ddangelov/Top2Vec ⭐ 2,906
    Top2Vec learns jointly embedded topic, document and word vectors.

52. jbesomi/texthero ⭐ 2,880
    Text preprocessing, representation and visualization from zero to hero.
    🔗 texthero.org

53. huggingface/neuralcoref ⭐ 2,842
    ✨Fast Coreference Resolution in spaCy with Neural Networks
    🔗 huggingface.co/coref

54. salesforce/CodeT5 ⭐ 2,680
    Home of CodeT5: Open Code LLMs for Code Understanding and Generation
    🔗 arxiv.org/abs/2305.07922

55. bigscience-workshop/promptsource ⭐ 2,618
    Toolkit for creating, sharing and using natural language prompts.

56. huggingface/setfit ⭐ 2,107
    SetFit is an efficient and prompt-free framework for few-shot fine-tuning of Sentence Transformers.
    🔗 hf.co/docs/setfit

57. jamesturk/jellyfish ⭐ 2,027
    🪼 a python library for doing approximate and phonetic matching of strings.
    🔗 jamesturk.github.io/jellyfish

58. alibaba/EasyNLP ⭐ 2,013
    EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

59. thudm/P-tuning-v2 ⭐ 1,953
    An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

60. featureform/featureform ⭐ 1,778
    The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
    🔗 www.featureform.com

61. marella/ctransformers ⭐ 1,768
    Python bindings for the Transformer models implemented in C/C++ using GGML library.

62. deepset-ai/FARM ⭐ 1,735
    🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
    🔗 farm.deepset.ai

63. franck-dernoncourt/NeuroNER ⭐ 1,689
    Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
    🔗 neuroner.com

64. plasticityai/magnitude ⭐ 1,620
    A fast, efficient universal vector embedding utility package.

65. arxiv-vanity/arxiv-vanity ⭐ 1,599
    Renders papers from arXiv as responsive web pages so you don't have to squint at a PDF.
    🔗 www.arxiv-vanity.com

66. google-research/language ⭐ 1,589
    Shared repository for open-sourced projects from the Google AI Language team.
    🔗 ai.google/research/teams/language

67. explosion/spacy-models ⭐ 1,577
    💫 Models for the spaCy Natural Language Processing (NLP) library
    🔗 spacy.io

68. chrismattmann/tika-python ⭐ 1,467
    Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

69. dmmiller612/bert-extractive-summarizer ⭐ 1,374
    Easy to use extractive text summarization with BERT

70. gunthercox/chatterbot-corpus ⭐ 1,357
    A multilingual dialog corpus
    🔗 chatterbot-corpus.readthedocs.io

71. jonasgeiping/cramming ⭐ 1,276
    Cramming the training of a (BERT-type) language model into limited compute.

72. intellabs/fastRAG ⭐ 1,187
    Efficient Retrieval Augmentation and Generation Framework

73. nomic-ai/nomic ⭐ 1,187
    Interact, analyze and structure massive text, image, embedding, audio and video datasets
    🔗 atlas.nomic.ai

74. urchade/GLiNER ⭐ 1,115
    Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
    🔗 arxiv.org/abs/2311.08526

75. pemistahl/lingua-py ⭐ 1,065
    The most accurate natural language detection library for Python, suitable for short text and mixed-language text

76. abertsch72/unlimiformer ⭐ 1,047
    Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"

77. openai/grade-school-math ⭐ 966
    GSM8K, a dataset of 8.5K high quality linguistically diverse grade school math word problems

78. norskregnesentral/skweak ⭐ 915
    skweak: A software toolkit for weak supervision applied to NLP tasks

79. explosion/spacy-streamlit ⭐ 782
    👑 spaCy building blocks and visualizers for Streamlit apps
    🔗 share.streamlit.io/ines/spacy-streamlit-demo/master/app.py

80. paddlepaddle/RocketQA ⭐ 761
    🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

81. keras-team/keras-nlp ⭐ 748
    Modular Natural Language Processing workflows with Keras

82. explosion/spacy-stanza ⭐ 722
    💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy

Packaging

Python packaging, dependency management and bundling.

1. pyenv/pyenv ⭐ 38,177
   pyenv lets you easily switch between multiple versions of Python.

2. python-poetry/poetry ⭐ 30,755
   Python packaging and dependency management made easy
   🔗 python-poetry.org

3. pypa/pipenv ⭐ 24,762
   A virtualenv management tool that supports a multitude of systems and nicely bridges the gaps between pip, python and virtualenv.
   🔗 pipenv.pypa.io

4. astral-sh/uv ⭐ 15,817
   An extremely fast Python package installer and resolver, written in Rust. Designed as a drop-in replacement for pip and pip-compile.
   🔗 astral.sh

5. mitsuhiko/rye ⭐ 13,078
   a Hassle-Free Python Experience
   🔗 rye.astral.sh

6. pyinstaller/pyinstaller ⭐ 11,601
   Freeze (package) Python programs into stand-alone executables
   🔗 www.pyinstaller.org

7. pypa/pipx ⭐ 9,800
   Install and Run Python Applications in Isolated Environments
   🔗 pipx.pypa.io

8. pdm-project/pdm ⭐ 7,678
   A modern Python package and dependency manager supporting the latest PEP standards
   🔗 pdm-project.org

9. jazzband/pip-tools ⭐ 7,653
   A set of tools to keep your pinned Python dependencies fresh (pip-compile + pip-sync)
   🔗 pip-tools.rtfd.io

10. mamba-org/mamba ⭐ 6,633
    The Fast Cross-Platform Package Manager: mamba is a reimplementation of the conda package manager in C++
    🔗 mamba.readthedocs.io

11. conda/conda ⭐ 6,298
    A system-level, binary package and environment manager running on all major operating systems and platforms.
    🔗 docs.conda.io/projects/conda

12. conda-forge/miniforge ⭐ 5,945
    A conda-forge distribution.
    🔗 conda-forge.org/miniforge

13. pypa/hatch ⭐ 5,782
    Modern, extensible Python project management
    🔗 hatch.pypa.io/latest

14. indygreg/PyOxidizer ⭐ 5,348
    A modern Python application packaging and distribution tool

15. pypa/virtualenv ⭐ 4,775
    A tool to create isolated Python environments. Since Python 3.3, a subset of it has been integrated into the standard lib venv module.
    🔗 virtualenv.pypa.io

16. spack/spack ⭐ 4,153
    A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
    🔗 spack.io

17. prefix-dev/pixi ⭐ 2,629
    pixi is a cross-platform, multi-language package manager and workflow tool built on the foundation of the conda ecosystem.
    🔗 pixi.sh

18. beeware/briefcase ⭐ 2,546
    Tools to support converting a Python project into a standalone native application.
    🔗 briefcase.readthedocs.io

19. pantsbuild/pex ⭐ 2,501
    A tool for generating .pex (Python EXecutable) files, lock files and venvs.
    🔗 docs.pex-tool.org

20. pypa/flit ⭐ 2,144
    Simplified packaging of Python modules
    🔗 flit.pypa.io

21. linkedin/shiv ⭐ 1,716
    shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included.

22. marcelotduarte/cx_Freeze ⭐ 1,299
    cx_Freeze creates standalone executables from Python scripts, with the same performance, is cross-platform and should work on any platform that Python itself works on.
    🔗 marcelotduarte.github.io/cx_freeze

23. ofek/pyapp ⭐ 1,130
    Runtime installer for Python applications
    🔗 ofek.dev/pyapp

24. pypa/gh-action-pypi-publish ⭐ 881
    The blessed GitHub Action, for publishing your 📦 distribution files to PyPI: https://github.com/marketplace/actions/pypi-publish
    🔗 packaging.python.org/guides/publishing-package-distribution-releases-using-github-actions-ci-cd-workflows

25. py2exe/py2exe ⭐ 813
    Create standalone Windows programs from Python code
    🔗 www.py2exe.org

26. prefix-dev/rip ⭐ 640
    RIP is a library that allows the resolving and installing of Python PyPI packages from Rust into a virtual environment. It's based on our experience with building Rattler and aims to provide the same experience but for PyPI instead of Conda.
    🔗 prefix.dev

27. snok/install-poetry ⭐ 565
    Github action for installing and configuring Poetry

28. python-poetry/install.python-poetry.org ⭐ 192
    The official Poetry installation script
    🔗 install.python-poetry.org

Pandas

Pandas and dataframe libraries: data analysis, statistical reporting, pandas GUIs, pandas performance optimisations.

1. pandas-dev/pandas ⭐ 42,948
   Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
   🔗 pandas.pydata.org

2. pola-rs/polars ⭐ 28,538
   Dataframes powered by a multithreaded, vectorized query engine, written in Rust
   🔗 docs.pola.rs

3. duckdb/duckdb ⭐ 21,590
   DuckDB is an analytical in-process SQL database management system
   🔗 www.duckdb.org

4. gventuri/pandas-ai ⭐ 12,307
   Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
   🔗 pandas-ai.com

5. ydataai/ydata-profiling ⭐ 12,304
   1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
   🔗 docs.profiling.ydata.ai

6. kanaries/pygwalker ⭐ 10,897
   PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
   🔗 kanaries.net/pygwalker

7. rapidsai/cudf ⭐ 8,133
   cuDF is a GPU DataFrame library for loading joining, aggregating, filtering, and otherwise manipulating data
   🔗 docs.rapids.ai/api/cudf/stable

8. aws/aws-sdk-pandas ⭐ 3,862
   pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
   🔗 aws-sdk-pandas.readthedocs.io

9. nalepae/pandarallel ⭐ 3,611
   A simple and efficient tool to parallelize Pandas operations on all available CPUs
   🔗 nalepae.github.io/pandarallel

10. unionai-oss/pandera ⭐ 3,184
    A light-weight, flexible, and expressive statistical data testing library
    🔗 www.union.ai/pandera

11. blaze/blaze ⭐ 3,181
    NumPy and Pandas interface to Big Data
    🔗 blaze.pydata.org

12. adamerose/PandasGUI ⭐ 3,161
    A GUI for Pandas DataFrames

13. pydata/pandas-datareader ⭐ 2,893
    Extract data from a wide range of Internet sources into a pandas DataFrame.
    🔗 pydata.github.io/pandas-datareader/stable/index.html

14. scikit-learn-contrib/sklearn-pandas ⭐ 2,798
    Pandas integration with sklearn

15. jmcarpenter2/swifter ⭐ 2,500
    A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

16. delta-io/delta-rs ⭐ 2,049
    A native Rust library for Delta Lake, with bindings into Python
    🔗 delta-io.github.io/delta-rs

17. eventual-inc/Daft ⭐ 1,963
    Distributed DataFrame for Python designed for the cloud, powered by Rust
    🔗 getdaft.io

18. fugue-project/fugue ⭐ 1,940
    A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
    🔗 fugue-tutorials.readthedocs.io

19. pyjanitor-devs/pyjanitor ⭐ 1,335
    Clean APIs for data cleaning. Python implementation of R package Janitor
    🔗 pyjanitor-devs.github.io/pyjanitor

20. machow/siuba ⭐ 1,138
    Python library for using dplyr like syntax with pandas and SQL
    🔗 siuba.org

21. renumics/spotlight ⭐ 1,084
    Interactively explore unstructured datasets from your dataframe.
    🔗 renumics.com

22. holoviz/hvplot ⭐ 1,046
    A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews
    🔗 hvplot.holoviz.org

23. tkrabel/bamboolib ⭐ 935
    bamboolib - a GUI for pandas DataFrames
    🔗 bamboolib.com

24. mwouts/itables ⭐ 745
    This packages changes how Pandas and Polars DataFrames are rendered in Jupyter Notebooks. With itables you can display your tables as interactive DataTables that you can sort, paginate, scroll or filter.
    🔗 mwouts.github.io/itables

Performance

Performance, parallelisation and low level libraries.

1. celery/celery ⭐ 24,216
   Distributed Task Queue (development branch)
   🔗 docs.celeryq.dev

2. google/flatbuffers ⭐ 22,687
   FlatBuffers: Memory Efficient Serialization Library
   🔗 flatbuffers.dev

3. pybind/pybind11 ⭐ 15,296
   Seamless operability between C++11 and Python
   🔗 pybind11.readthedocs.io

4. exaloop/codon ⭐ 14,021
   A high-performance, zero-overhead, extensible Python compiler using LLVM
   🔗 docs.exaloop.io/codon

5. dask/dask ⭐ 12,310
   Parallel computing with task scheduling
   🔗 dask.org

6. numba/numba ⭐ 9,701
   NumPy aware dynamic Python compiler using LLVM
   🔗 numba.pydata.org

7. modin-project/modin ⭐ 9,652
   Modin: Scale your Pandas workflows by changing a single line of code
   🔗 modin.readthedocs.io

8. nebuly-ai/optimate ⭐ 8,366
   A collection of libraries to optimise AI model performances
   🔗 www.nebuly.com

9. vaexio/vaex ⭐ 8,243
   Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
   🔗 vaex.io

10. mher/flower ⭐ 6,336
    Real-time monitor and web admin for Celery distributed task queue
    🔗 flower.readthedocs.io

11. python-trio/trio ⭐ 6,027
    Trio – a friendly Python library for async concurrency and I/O
    🔗 trio.readthedocs.io

12. ultrajson/ultrajson ⭐ 4,294
    Ultra fast JSON decoder and encoder written in C with Python bindings
    🔗 pypi.org/project/ujson

13. facebookincubator/cinder ⭐ 3,446
    Cinder is Meta's internal performance-oriented production version of CPython.
    🔗 trycinder.com

14. tlkh/asitop ⭐ 3,251
    Perf monitoring CLI tool for Apple Silicon
    🔗 tlkh.github.io/asitop

15. ipython/ipyparallel ⭐ 2,570
    IPython Parallel: Interactive Parallel Computing in Python
    🔗 ipyparallel.readthedocs.io

16. airtai/faststream ⭐ 2,267
    FastStream is a powerful and easy-to-use Python framework for building asynchronous services interacting with event streams such as Apache Kafka, RabbitMQ, NATS and Redis.
    🔗 faststream.airt.ai/latest

17. intel/intel-extension-for-transformers ⭐ 2,085
    ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

18. h5py/h5py ⭐ 2,062
    HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.
    🔗 www.h5py.org

19. agronholm/anyio ⭐ 1,708
    High level asynchronous concurrency and networking framework that works on top of either trio or asyncio

20. faster-cpython/ideas ⭐ 1,668
    Discussion and work tracker for Faster CPython project.

21. dask/distributed ⭐ 1,561
    A distributed task scheduler for Dask
    🔗 distributed.dask.org

22. tiangolo/asyncer ⭐ 1,531
    Asyncer, async and await, focused on developer experience.
    🔗 asyncer.tiangolo.com

23. intel/intel-extension-for-pytorch ⭐ 1,510
    A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

24. nschloe/perfplot ⭐ 1,330
    📈 Performance analysis for Python snippets

25. intel/scikit-learn-intelex ⭐ 1,199
    Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
    🔗 intel.github.io/scikit-learn-intelex

26. markshannon/faster-cpython ⭐ 938
    How to make CPython faster.

27. zerointensity/pointers.py ⭐ 913
    Bringing the hell of pointers to Python.
    🔗 pointers.zintensity.dev

28. brandtbucher/specialist ⭐ 621
    Visualize CPython's specializing, adaptive interpreter. 🔥

Profiling

Memory and CPU/GPU profiling tools and libraries.

1. bloomberg/memray ⭐ 12,981
   Memray is a memory profiler for Python
   🔗 bloomberg.github.io/memray

2. benfred/py-spy ⭐ 12,302
   Sampling profiler for Python programs

3. plasma-umass/scalene ⭐ 11,477
   Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

4. joerick/pyinstrument ⭐ 6,374
   🚴 Call stack profiler for Python. Shows you why your code is slow!
   🔗 pyinstrument.readthedocs.io

5. gaogaotiantian/viztracer ⭐ 4,750
   VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution.
   🔗 viztracer.readthedocs.io

6. pythonprofilers/memory_profiler ⭐ 4,294
   Monitor Memory usage of Python code
   🔗 pypi.python.org/pypi/memory_profiler

7. reloadware/reloadium ⭐ 2,765
   Hot Reloading and Profiling for Python
   🔗 reloadium.io

8. pyutils/line_profiler ⭐ 2,612
   Line-by-line profiling for Python

9. jiffyclub/snakeviz ⭐ 2,302
   An in-browser Python profile viewer
   🔗 jiffyclub.github.io/snakeviz

10. p403n1x87/austin ⭐ 1,418
    Python frame stack sampler for CPython
    🔗 pypi.org/project/austin-dist

11. pythonspeed/filprofiler ⭐ 825
    A Python memory profiler for data processing and scientific computing applications
    🔗 pythonspeed.com/products/filmemoryprofiler

Security

Security related libraries: vulnerability discovery, SQL injection, environment auditing.

1. swisskyrepo/PayloadsAllTheThings ⭐ 59,026
   A list of useful payloads and bypass for Web Application Security and Pentest/CTF
   🔗 swisskyrepo.github.io/payloadsallthethings

2. sqlmapproject/sqlmap ⭐ 31,594
   Automatic SQL injection and database takeover tool
   🔗 sqlmap.org

3. certbot/certbot ⭐ 31,205
   Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.

4. aquasecurity/trivy ⭐ 22,488
   Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
   🔗 aquasecurity.github.io/trivy

5. bridgecrewio/checkov ⭐ 6,806
   Checkov is a static code analysis tool for infrastructure as code (IaC) and also a software composition analysis (SCA) tool for images and open source packages.
   🔗 www.checkov.io

6. nccgroup/ScoutSuite ⭐ 6,396
   Multi-Cloud Security Auditing Tool

7. pycqa/bandit ⭐ 6,213
   Bandit is a tool designed to find common security issues in Python code.
   🔗 bandit.readthedocs.io

8. stamparm/maltrail ⭐ 6,200
   Malicious traffic detection system

9. rhinosecuritylabs/pacu ⭐ 4,242
   The AWS exploitation framework, designed for testing the security of Amazon Web Services environments.
   🔗 rhinosecuritylabs.com/aws/pacu-open-source-aws-exploitation-framework

10. dashingsoft/pyarmor ⭐ 3,163
    A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
    🔗 pyarmor.dashingsoft.com

11. luijait/DarkGPT ⭐ 1,925
    DarkGPT is an OSINT assistant based on GPT-4-200K (recommended use) designed to perform queries on leaked databases, thus providing an artificial intelligence assistant that can be useful in your traditional OSINT processes.

12. pyupio/safety ⭐ 1,675
    Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for vulnerabilities detected.
    🔗 safetycli.com/product/safety-cli

13. trailofbits/pip-audit ⭐ 952
    Audits Python environments, requirements files and dependency trees for known security vulnerabilities, and can automatically fix them
    🔗 pypi.org/project/pip-audit

14. fadi002/de4py ⭐ 832
    toolkit for python reverse engineering
    🔗 de4py.000.pe

Simulation

Simulation libraries: robotics, economic, agent-based, traffic, physics, astronomy, chemistry, quantum simulation. Also see the Maths and Science category for crossover.

1. atsushisakai/PythonRobotics ⭐ 22,489
   Python sample codes for robotics algorithms.
   🔗 atsushisakai.github.io/pythonrobotics

2. bulletphysics/bullet3 ⭐ 12,313
   Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
   🔗 bulletphysics.org

3. isl-org/Open3D ⭐ 10,976
   Open3D: A Modern Library for 3D Data Processing
   🔗 www.open3d.org

4. qiskit/qiskit ⭐ 4,945
   Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
   🔗 www.ibm.com/quantum/qiskit

5. astropy/astropy ⭐ 4,335
   Astronomy and astrophysics core library
   🔗 www.astropy.org

6. quantumlib/Cirq ⭐ 4,206
   A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.

7. nvidia/warp ⭐ 3,972
   A Python framework for high performance GPU simulation and graphics
   🔗 nvidia.github.io/warp

8. openai/mujoco-py ⭐ 2,810
   MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

9. rdkit/rdkit ⭐ 2,556
   The official sources for the RDKit library

10. taichi-dev/difftaichi ⭐ 2,438
    10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

11. projectmesa/mesa ⭐ 2,338
    Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
    🔗 mesa.readthedocs.io

12. google/brax ⭐ 2,180
    Massively parallel rigidbody physics simulation on accelerator hardware.

13. quantecon/QuantEcon.py ⭐ 1,908
    A community based Python library for quantitative economics
    🔗 quantecon.org/quantecon-py

14. facebookresearch/habitat-lab ⭐ 1,859
    A modular high-level library to train embodied AI agents across a variety of tasks and environments.
    🔗 aihabitat.org

15. nvidia-omniverse/IsaacGymEnvs ⭐ 1,836
    Example RL environments for the NVIDIA Isaac Gym high performance environments

16. microsoft/PromptCraft-Robotics ⭐ 1,812
    Community for applying LLMs to robotics and a robot simulator with ChatGPT integration
    🔗 aka.ms/chatgpt-robotics

17. nvidia-omniverse/IsaacLab ⭐ 1,726
    Unified framework for robot learning built on NVIDIA Isaac Sim
    🔗 isaac-sim.github.io/isaaclab

18. deepmodeling/deepmd-kit ⭐ 1,426
    A deep learning package for many-body potential energy representation and molecular dynamics
    🔗 docs.deepmodeling.com/projects/deepmd

19. sail-sg/envpool ⭐ 1,057
    C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
    🔗 envpool.readthedocs.io

20. a-r-j/graphein ⭐ 1,012
    Protein Graph Library
    🔗 graphein.ai

21. bowang-lab/scGPT ⭐ 958
    scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AI
    🔗 scgpt.readthedocs.io/en/latest

22. hardmaru/estool ⭐ 927
    Evolution Strategies Tool

23. viblo/pymunk ⭐ 909
    Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python
    🔗 www.pymunk.org

24. google-deepmind/materials_discovery ⭐ 853
    Graph Networks for Materials Science (GNoME) is a project centered around scaling machine learning methods to tackle materials science.

25. facebookresearch/fairo ⭐ 842
    A modular embodied agent architecture and platform for building embodied agents

26. google/evojax ⭐ 818
    EvoJAX is a scalable, general purpose, hardware-accelerated neuroevolution toolkit built on the JAX library

27. nvidia-omniverse/OmniIsaacGymEnvs ⭐ 797
    Reinforcement Learning Environments for Omniverse Isaac Gym

28. eureka-research/DrEureka ⭐ 767
    Official Repository for "DrEureka: Language Model Guided Sim-To-Real Transfer" (RSS 2024)
    🔗 eureka-research.github.io/dr-eureka

Study

Miscellaneous study resources: algorithms, general resources, system design, code repos for textbooks, best practices, tutorials.

1. thealgorithms/Python ⭐ 183,083
   All Algorithms implemented in Python
   🔗 the-algorithms.com

2. microsoft/generative-ai-for-beginners ⭐ 58,095
   18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
   🔗 microsoft.github.io/generative-ai-for-beginners

3. jakevdp/PythonDataScienceHandbook ⭐ 42,426
   Python Data Science Handbook: full text in Jupyter Notebooks
   🔗 jakevdp.github.io/pythondatasciencehandbook

4. mlabonne/llm-course ⭐ 35,660
   Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
   🔗 mlabonne.github.io/blog

5. realpython/python-guide ⭐ 28,069
   Python best practices guidebook, written for humans.
   🔗 docs.python-guide.org

6. rasbt/LLMs-from-scratch ⭐ 24,602
   Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
   🔗 www.manning.com/books/build-a-large-language-model-from-scratch

7. christoschristofidis/awesome-deep-learning ⭐ 23,425
   A curated list of awesome Deep Learning tutorials, projects and communities.

8. d2l-ai/d2l-en ⭐ 22,812
   Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
   🔗 d2l.ai

9. wesm/pydata-book ⭐ 21,837
   Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

10. microsoft/recommenders ⭐ 18,596
    Best Practices on Recommendation Systems
    🔗 recommenders-team.github.io/recommenders/intro.html

11. fchollet/deep-learning-with-python-notebooks ⭐ 18,018
    Jupyter notebooks for the code samples of the book "Deep Learning with Python"

12. hannibal046/Awesome-LLM ⭐ 16,650
    Awesome-LLM: a curated list of Large Language Model

13. graykode/nlp-tutorial ⭐ 13,977
    Natural Language Processing Tutorial for Deep Learning Researchers
    🔗 www.reddit.com/r/machinelearning/comments/amfinl/project_nlptutoral_repository_who_is_studying

14. shangtongzhang/reinforcement-learning-an-introduction ⭐ 13,393
    Python Implementation of Reinforcement Learning: An Introduction

15. naklecha/llama3-from-scratch ⭐ 11,767
    llama3 implementation one matrix multiplication at a time

16. karpathy/nn-zero-to-hero ⭐ 11,281
    Neural Networks: Zero to Hero

17. eugeneyan/open-llms ⭐ 10,759
    📋 A list of open LLMs available for commercial use.

18. openai/spinningup ⭐ 9,886
    An educational resource to help anyone learn deep reinforcement learning.
    🔗 spinningup.openai.com

19. rucaibox/LLMSurvey ⭐ 9,770
    The official GitHub page for the survey paper "A Survey of Large Language Models".
    🔗 arxiv.org/abs/2303.18223

20. karpathy/micrograd ⭐ 9,760
    A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

21. mrdbourke/pytorch-deep-learning ⭐ 9,750
    Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
    🔗 learnpytorch.io

22. mooler0410/LLMsPracticalGuide ⭐ 9,139
    A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
    🔗 arxiv.org/abs/2304.13712v2

23. nielsrogge/Transformers-Tutorials ⭐ 8,776
    This repository contains demos I made with the Transformers library by HuggingFace.

24. zhanymkanov/fastapi-best-practices ⭐ 8,162
    FastAPI Best Practices and Conventions we used at our startup

25. firmai/industry-machine-learning ⭐ 7,171
    A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
    🔗 www.linkedin.com/company/firmai

26. gkamradt/langchain-tutorials ⭐ 6,577
    Overview and tutorial of the LangChain Library

27. udlbook/udlbook ⭐ 5,851
    Understanding Deep Learning - Simon J.D. Prince

28. srush/GPU-Puzzles ⭐ 5,498
    Teaching beginner GPU programming in a completely interactive fashion

29. neetcode-gh/leetcode ⭐ 5,414
    Leetcode solutions for NeetCode.io

30. udacity/deep-learning-v2-pytorch ⭐ 5,250
    Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

31. mrdbourke/tensorflow-deep-learning ⭐ 5,090
    All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
    🔗 dbourke.link/ztmtfcourse

32. roboflow/notebooks ⭐ 4,968
    Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
    🔗 roboflow.com/models

33. timofurrer/awesome-asyncio ⭐ 4,520
    A curated list of awesome Python asyncio frameworks, libraries, software and resources

34. zotroneneis/machine_learning_basics ⭐ 4,257
    Plain python implementations of basic machine learning algorithms

35. alirezadir/Machine-Learning-Interviews ⭐ 4,082
    This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

36. huggingface/deep-rl-class ⭐ 3,766
    This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

37. promptslab/Awesome-Prompt-Engineering ⭐ 3,619
    This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
    🔗 discord.gg/m88xfymbk6

38. huggingface/diffusion-models-class ⭐ 3,465
    Materials for the Hugging Face Diffusion Models Course

39. cosmicpython/book ⭐ 3,332
    A Book about Pythonic Application Architecture Patterns for Managing Complexity. Cosmos is the Opposite of Chaos you see. O'R. wouldn't actually let us call it "Cosmic Python" tho.
    🔗 www.cosmicpython.com

40. rasbt/machine-learning-book ⭐ 3,204
    Code Repository for Machine Learning with PyTorch and Scikit-Learn
    🔗 sebastianraschka.com/books/#machine-learning-with-pytorch-and-scikit-learn

41. fluentpython/example-code-2e ⭐ 3,120
    Example code for Fluent Python, 2nd edition (O'Reilly 2022)
    🔗 amzn.to/3j48u2j

42. amanchadha/coursera-deep-learning-specialization ⭐ 2,943
    Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv...

43. mrdbourke/zero-to-mastery-ml ⭐ 2,795
    All course materials for the Zero to Mastery Machine Learning and Data Science course.
    🔗 dbourke.link/ztmmlcourse

44. krzjoa/awesome-python-data-science ⭐ 2,466
    Probably the best curated list of data science software in Python.
    🔗 krzjoa.github.io/awesome-python-data-science

45. cgpotts/cs224u ⭐ 2,087
    Code for CS224u: Natural Language Understanding

46. cerlymarco/MEDIUM_NoteBook ⭐ 2,060
    Repository containing notebooks of my posts on Medium

47. gerdm/prml ⭐ 2,035
    Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

48. trananhkma/fucking-awesome-python ⭐ 1,982
    awesome-python with ⭐ and 🍴

49. huggingface/cookbook ⭐ 1,553
    Community-driven practical examples of building AI applications and solving various tasks with AI using open-source tools and models.
    🔗 huggingface.co/learn/cookbook

50. chandlerbang/awesome-self-supervised-gnn ⭐ 1,527
    Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

51. atcold/NYU-DLSP21 ⭐ 1,518
    NYU Deep Learning Spring 2021
    🔗 atcold.github.io/nyu-dlsp21

52. patrickloeber/MLfromscratch ⭐ 1,235
    Machine Learning algorithm implementations from scratch.

53. davidadsp/Generative_Deep_Learning_2nd_Edition ⭐ 1,000
    The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
    🔗 www.oreilly.com/library/view/generative-deep-learning/9781098134174

54. jackhidary/quantumcomputingbook ⭐ 782
    Companion site for the textbook Quantum Computing: An Applied Approach

55. dylanhogg/awesome-python ⭐ 285
    🐍 Hand-picked awesome Python libraries and frameworks, organised by category
    🔗 www.awesomepython.org

Template

Template tools and libraries: cookiecutter repos, generators, quick-starts.

1. tiangolo/full-stack-fastapi-template ⭐ 25,264
   Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

2. cookiecutter/cookiecutter ⭐ 22,137
   A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
   🔗 pypi.org/project/cookiecutter

3. drivendata/cookiecutter-data-science ⭐ 8,084
   A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
   🔗 cookiecutter-data-science.drivendata.org

4. buuntu/fastapi-react ⭐ 2,158
   🚀 Cookiecutter Template for FastAPI + React Projects. Using PostgreSQL, SQLAlchemy, and Docker

5. pyscaffold/pyscaffold ⭐ 2,062
   🛠 Python project template generator with batteries included
   🔗 pyscaffold.org

6. cjolowicz/cookiecutter-hypermodern-python ⭐ 1,774
   Cookiecutter template for a Python package based on the Hypermodern Python article series.
   🔗 cookiecutter-hypermodern-python.readthedocs.io

7. tezromach/python-package-template ⭐ 1,087
   🚀 Your next Python package needs a bleeding-edge project structure.

8. martinheinz/python-project-blueprint ⭐ 951
   Blueprint/Boilerplate For Python Projects

9. fmind/mlops-python-package ⭐ 595
   Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
   🔗 fmind.github.io/mlops-python-package

Terminal

Terminal and console tools and libraries: CLI tools, terminal based formatters, progress bars.

1. willmcgugan/rich ⭐ 48,563
   Rich is a Python library for rich text and beautiful formatting in the terminal.
   🔗 rich.readthedocs.io/en/latest

2. tqdm/tqdm ⭐ 28,119
   ⚡ A Fast, Extensible Progress Bar for Python and CLI
   🔗 tqdm.github.io

3. google/python-fire ⭐ 26,732
   Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

4. willmcgugan/textual ⭐ 24,547
   The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
   🔗 textual.textualize.io

5. pallets/click ⭐ 15,394
   Python composable command line interface toolkit
   🔗 click.palletsprojects.com

6. tiangolo/typer ⭐ 15,124
   Typer, build great CLIs. Easy to code. Based on Python type hints.
   🔗 typer.tiangolo.com

7. saulpw/visidata ⭐ 7,729
   A terminal spreadsheet multitool for discovering and arranging data
   🔗 visidata.org

8. tconbeer/harlequin ⭐ 3,441
   The SQL IDE for Your Terminal.
   🔗 harlequin.sh

9. manrajgrover/halo ⭐ 2,873
   💫 Beautiful spinners for terminal, IPython and Jupyter

10. urwid/urwid ⭐ 2,775
    Console user interface library for Python (official repo)
    🔗 urwid.org

11. textualize/trogon ⭐ 2,419
    Easily turn your Click CLI into a powerful terminal application

12. darrenburns/elia ⭐ 1,681
    A snappy, keyboard-centric terminal user interface for interacting with large language models. Chat with ChatGPT, Claude, Llama 3, Phi 3, Mistral, Gemma and more.

13. tmbo/questionary ⭐ 1,499
    Python library to build pretty command line user prompts ✨Easy to use multi-select lists, confirmations, free text prompts ...

14. jazzband/prettytable ⭐ 1,327
    Display tabular data in a visually appealing ASCII table format
    🔗 pypi.org/project/prettytable

15. 1j01/textual-paint ⭐ 930
    🎨 MS Paint in your terminal.
    🔗 pypi.org/project/textual-paint

Testing

Testing libraries: unit testing, load testing, acceptance testing, code coverage, browser automation, plugins.

1. mitmproxy/mitmproxy ⭐ 35,534
   An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
   🔗 mitmproxy.org

2. locustio/locust ⭐ 24,372
   Write scalable load tests in plain Python 🚗💨

3. pytest-dev/pytest ⭐ 11,756
   The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
   🔗 pytest.org

4. microsoft/playwright-python ⭐ 11,327
   Python version of the Playwright testing and automation library.
   🔗 playwright.dev/python

5. robotframework/robotframework ⭐ 9,513
   Generic automation framework for acceptance testing and RPA
   🔗 robotframework.org

6. getmoto/moto ⭐ 7,536
   A library that allows you to easily mock out tests based on AWS infrastructure.
   🔗 docs.getmoto.org/en/latest

7. hypothesisworks/hypothesis ⭐ 7,447
   Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
   🔗 hypothesis.works

8. newsapps/beeswithmachineguns ⭐ 6,430
   A utility for arming (creating) many bees (micro EC2 instances) to attack (load test) targets (web applications).
   🔗 apps.chicagotribune.com

9. seleniumbase/SeleniumBase ⭐ 4,606
   📊 Python's all-in-one framework for web crawling, scraping, testing, and reporting. Supports pytest. UC Mode provides stealth. Includes many tools.
   🔗 seleniumbase.io

10. getsentry/responses ⭐ 4,105
    A utility for mocking out the Python Requests library.

11. spulec/freezegun ⭐ 4,105
    Let your Python tests travel through time

12. codium-ai/cover-agent ⭐ 4,101
    CodiumAI Cover-Agent: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
    🔗 www.codium.ai

13. tox-dev/tox ⭐ 3,601
    Command line driven CI frontend and development task automation tool.
    🔗 tox.wiki

14. behave/behave ⭐ 3,117
    BDD, Python style.
    🔗 behave.readthedocs.io/en/latest

15. nedbat/coveragepy ⭐ 2,935
    The code coverage tool for Python
    🔗 coverage.readthedocs.io

16. cobrateam/splinter ⭐ 2,708
    splinter - python test framework for web applications
    🔗 splinter.readthedocs.org/en/stable/index.html

17. kevin1024/vcrpy ⭐ 2,665
    Automatically mock your HTTP interactions to simplify and speed up testing

18. confident-ai/deepeval ⭐ 2,659
    The LLM Evaluation Framework
    🔗 docs.confident-ai.com

19. pytest-dev/pytest-testinfra ⭐ 2,357
    With Testinfra you can write unit tests in Python to test actual state of your servers configured by management tools like Salt, Ansible, Puppet, Chef and so on.
    🔗 testinfra.readthedocs.io

20. pytest-dev/pytest-mock ⭐ 1,805
    Thin-wrapper around the mock package for easier use with pytest
    🔗 pytest-mock.readthedocs.io/en/latest

21. pytest-dev/pytest-cov ⭐ 1,711
    Coverage plugin for pytest.

22. pytest-dev/pytest-xdist ⭐ 1,422
    pytest plugin for distributed testing and loop-on-failures testing modes.
    🔗 pytest-xdist.readthedocs.io

23. pytest-dev/pytest-asyncio ⭐ 1,379
    Asyncio support for pytest
    🔗 pytest-asyncio.readthedocs.io

24. taverntesting/tavern ⭐ 1,013
    A command-line tool and Python library and Pytest plugin for automated testing of RESTful APIs, with a simple, concise and flexible YAML-based syntax
    🔗 taverntesting.github.io

Machine Learning - Time Series

Machine learning and classical timeseries libraries: forecasting, seasonality, anomaly detection, econometrics.

1. facebook/prophet ⭐ 18,155
   Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
   🔗 facebook.github.io/prophet

2. blue-yonder/tsfresh ⭐ 8,264
   Automatic extraction of relevant features from time series:
   🔗 tsfresh.readthedocs.io

3. unit8co/darts ⭐ 7,798
   A python library for user-friendly forecasting and anomaly detection on time series.
   🔗 unit8co.github.io/darts

4. sktime/sktime ⭐ 7,668
   A unified framework for machine learning with time series
   🔗 www.sktime.net

5. facebookresearch/Kats ⭐ 4,858
   Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

6. awslabs/gluonts ⭐ 4,495
   Probabilistic time series modeling in Python
   🔗 ts.gluon.ai

7. nixtla/statsforecast ⭐ 3,798
   Lightning ⚡️ fast forecasting with statistical and econometric models.
   🔗 nixtlaverse.nixtla.io/statsforecast

8. tdameritrade/stumpy ⭐ 3,553
   STUMPY is a powerful and scalable Python library for modern time series analysis
   🔗 stumpy.readthedocs.io/en/latest

9. google-research/timesfm ⭐ 3,371
   TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
   🔗 research.google/blog/a-decoder-only-foundation-model-for-time-series-forecasting

10. salesforce/Merlion ⭐ 3,322
    Merlion: A Machine Learning Framework for Time Series Intelligence

11. amazon-science/chronos-forecasting ⭐ 2,205
    Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
    🔗 arxiv.org/abs/2403.07815

12. rjt1990/pyflux ⭐ 2,103
    Open source time series library for Python

13. aistream-peelout/flow-forecast ⭐ 1,984
    Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
    🔗 flow-forecast.atlassian.net/wiki/spaces/ff/overview

14. uber/orbit ⭐ 1,843
    A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
    🔗 orbit-ml.readthedocs.io/en/stable

15. alkaline-ml/pmdarima ⭐ 1,560
    A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
    🔗 www.alkaline-ml.com/pmdarima

16. time-series-foundation-models/lag-llama ⭐ 1,149
    Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

17. winedarksea/AutoTS ⭐ 1,083
    Automated Time Series Forecasting

18. autoviml/Auto_TS ⭐ 713
    Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

19. google/temporian ⭐ 658
    Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applications 🤖
    🔗 temporian.readthedocs.io

Typing

Typing libraries: static and run-time type checking, annotations.

1. python/mypy ⭐ 18,045
   Optional static typing for Python
   🔗 www.mypy-lang.org

2. microsoft/pyright ⭐ 12,819
   Static Type Checker for Python

3. facebook/pyre-check ⭐ 6,779
   Performant type-checking for python.
   🔗 pyre-check.org

4. python-attrs/attrs ⭐ 5,183
   Python Classes Without Boilerplate
   🔗 www.attrs.org

5. instagram/MonkeyType ⭐ 4,700
   A Python library that generates static type annotations by collecting runtime types

6. google/pytype ⭐ 4,692
   A static type analyzer for Python code
   🔗 google.github.io/pytype

7. python/typeshed ⭐ 4,210
   Collection of library stubs for Python, with static types

8. mtshiba/pylyzer ⭐ 2,242
   A fast static code analyzer & language server for Python
   🔗 mtshiba.github.io/pylyzer

9. microsoft/pylance-release ⭐ 1,691
   Fast, feature-rich language support for Python. Documentation and issues for Pylance.

10. agronholm/typeguard ⭐ 1,484
    Run-time type checker for Python

11. patrick-kidger/torchtyping ⭐ 1,369
    Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

12. robertcraigie/pyright-python ⭐ 156
    Python command line wrapper for pyright, a static type checker
    🔗 pypi.org/project/pyright

Utility

General utility libraries: miscellaneous tools, linters, code formatters, version management, package tools, documentation tools.

1. yt-dlp/yt-dlp ⭐ 79,494
   A feature-rich command-line audio/video downloader
   🔗 discord.gg/h5mncfw63r

2. home-assistant/core ⭐ 70,322
   🏡 Open source home automation that puts local control and privacy first.
   🔗 www.home-assistant.io

3. python/cpython ⭐ 61,703
   The Python programming language
   🔗 www.python.org

4. localstack/localstack ⭐ 53,304
   💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
   🔗 localstack.cloud

5. faif/python-patterns ⭐ 40,010
   A collection of design patterns/idioms in Python

6. mingrammer/diagrams ⭐ 36,470
   🎨 Diagram as Code for prototyping cloud system architectures
   🔗 diagrams.mingrammer.com

7. ggerganov/whisper.cpp ⭐ 33,626
   Port of OpenAI's Whisper model in C/C++

8. keon/algorithms ⭐ 23,853
   Minimal examples of data structures and algorithms in Python

9. norvig/pytudes ⭐ 22,556
   Python programs, usually short, of considerable difficulty, to perfect particular skills.

10. modularml/mojo ⭐ 22,543
    The Mojo Programming Language
    🔗 docs.modular.com/mojo/manual

11. openai/openai-python ⭐ 21,559
    The official Python library for the OpenAI API
    🔗 pypi.org/project/openai

12. chriskiehl/Gooey ⭐ 20,525
    Turn (almost) any Python command line program into a full GUI application with one line

13. facebookresearch/audiocraft ⭐ 20,393
    Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

14. pydantic/pydantic ⭐ 20,041
    Data validation using Python type hints
    🔗 docs.pydantic.dev

15. squidfunk/mkdocs-material ⭐ 19,562
    Documentation that simply works
    🔗 squidfunk.github.io/mkdocs-material

16. delgan/loguru ⭐ 19,140
    Python logging made (stupidly) simple

17. micropython/micropython ⭐ 18,897
    MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
    🔗 micropython.org

18. mkdocs/mkdocs ⭐ 18,864
    Project documentation with Markdown.
    🔗 www.mkdocs.org

19. rustpython/RustPython ⭐ 18,494
    A Python Interpreter written in Rust
    🔗 rustpython.github.io

20. kivy/kivy ⭐ 17,401
    Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
    🔗 kivy.org

21. higherorderco/Bend ⭐ 17,017
    A massively parallel, high-level programming language
    🔗 higherorderco.com

22. blakeblackshear/frigate ⭐ 16,816
    NVR with realtime local object detection for IP cameras
    🔗 frigate.video

23. ipython/ipython ⭐ 16,215
    Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
    🔗 ipython.readthedocs.org

24. alievk/avatarify-python ⭐ 16,200
    Avatars for Zoom, Skype and other video-conferencing apps.

25. paul-gauthier/aider ⭐ 15,759
    Aider is a command line tool that lets you pair program with LLMs, to edit code stored in your local git repository
    🔗 aider.chat

26. zulko/moviepy ⭐ 12,233
    Video editing with Python
    🔗 zulko.github.io/moviepy

27. openai/triton ⭐ 12,204
    Development repository for the Triton language and compiler
    🔗 triton-lang.org

28. python-pillow/Pillow ⭐ 11,992
    The Python Imaging Library adds image processing capabilities to Python (Pillow is the friendly PIL fork)
    🔗 python-pillow.org

29. pytube/pytube ⭐ 11,853
    A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
    🔗 pytube.io

30. pyodide/pyodide ⭐ 11,824
    Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
    🔗 pyodide.org/en/stable

31. pyo3/pyo3 ⭐ 11,719
    Rust bindings for the Python interpreter
    🔗 pyo3.rs

32. dbader/schedule ⭐ 11,672
    Python job scheduling for humans.
    🔗 schedule.readthedocs.io

33. nuitka/Nuitka ⭐ 11,568
    Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4-3.12. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.
    🔗 nuitka.net

34. caronc/apprise ⭐ 11,154
    Apprise - Push Notifications that work with just about every platform!
    🔗 hub.docker.com/r/caronc/apprise

35. ninja-build/ninja ⭐ 10,903
    Ninja is a small build system with a focus on speed.
    🔗 ninja-build.org

36. secdev/scapy ⭐ 10,441
    Scapy: the Python-based interactive packet manipulation program & library.
    🔗 scapy.net

37. magicstack/uvloop ⭐ 10,203
    Ultra fast asyncio event loop.

38. pallets/jinja ⭐ 10,176
    A very fast and expressive template engine.
    🔗 jinja.palletsprojects.com

39. asweigart/pyautogui ⭐ 10,022
    A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.

40. aristocratos/bpytop ⭐ 9,994
    Linux/OSX/FreeBSD resource monitor

41. aws/serverless-application-model ⭐ 9,306
    The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.
    🔗 aws.amazon.com/serverless/sam

42. cython/cython ⭐ 9,231
    The most widely used Python to C compiler
    🔗 cython.org

43. paramiko/paramiko ⭐ 8,984
    The leading native Python SSHv2 protocol library.
    🔗 paramiko.org

44. boto/boto3 ⭐ 8,890
    AWS SDK for Python
    🔗 aws.amazon.com/sdk-for-python

45. arrow-py/arrow ⭐ 8,651
    🏹 Better dates & times for Python
    🔗 arrow.readthedocs.io

46. facebookresearch/hydra ⭐ 8,508
    Hydra is a framework for elegantly configuring complex applications
    🔗 hydra.cc

47. xonsh/xonsh ⭐ 8,240
    🐚 Python-powered shell. Full-featured and cross-platform.
    🔗 xon.sh

48. eternnoir/pyTelegramBotAPI ⭐ 7,953
    Python Telegram bot api.

49. py-pdf/pypdf ⭐ 7,913
    A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
    🔗 pypdf.readthedocs.io/en/latest

50. kellyjonbrazil/jc ⭐ 7,753
    CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.

51. googleapis/google-api-python-client ⭐ 7,610
    🐍 The official Python client library for Google's discovery based APIs.
    🔗 googleapis.github.io/google-api-python-client/docs

52. theskumar/python-dotenv ⭐ 7,390
    Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.
    🔗 saurabh-kumar.com/python-dotenv

53. jasonppy/VoiceCraft ⭐ 7,310
    Zero-Shot Speech Editing and Text-to-Speech in the Wild

54. googlecloudplatform/python-docs-samples ⭐ 7,124
    Code samples used on cloud.google.com

55. google/latexify_py ⭐ 7,122
    A library to generate LaTeX expression from Python code.

56. marshmallow-code/marshmallow ⭐ 6,959
    A lightweight library for converting complex objects to and from simple Python datatypes.
    🔗 marshmallow.readthedocs.io

57. hugapi/hug ⭐ 6,857
    Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.

58. pygithub/PyGithub ⭐ 6,855
    Typed interactions with the GitHub API v3
    🔗 pygithub.readthedocs.io

59. pyca/cryptography ⭐ 6,471
    cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
    🔗 cryptography.io

60. openai/point-e ⭐ 6,440
    Point cloud diffusion for 3D model synthesis

61. gorakhargosh/watchdog ⭐ 6,435
    Python library and shell utilities to monitor filesystem events.
    🔗 packages.python.org/watchdog

62. icloud-photos-downloader/icloud_photos_downloader ⭐ 6,422
    A command-line tool to download photos from iCloud

63. jd/tenacity ⭐ 6,412
    Retrying library for Python
    🔗 tenacity.readthedocs.io

64. sphinx-doc/sphinx ⭐ 6,311
    The Sphinx documentation generator
    🔗 www.sphinx-doc.org

65. sdispater/pendulum ⭐ 6,145
    Python datetimes made easy
    🔗 pendulum.eustace.io

66. agronholm/apscheduler ⭐ 6,041
    Task scheduling library for Python

67. bndr/pipreqs ⭐ 6,035
    pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.

68. scikit-image/scikit-image ⭐ 5,995
    Image processing in Python
    🔗 scikit-image.org

69. ijl/orjson ⭐ 5,954
    Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

70. wireservice/csvkit ⭐ 5,926
    A suite of utilities for converting to and working with CSV, the king of tabular file formats.
    🔗 csvkit.readthedocs.io

71. timdettmers/bitsandbytes ⭐ 5,869
    Accessible large language models via k-bit quantization for PyTorch.
    🔗 huggingface.co/docs/bitsandbytes/main/en/index

72. pdfminer/pdfminer.six ⭐ 5,723
    Community maintained fork of pdfminer - we fathom PDF
    🔗 pdfminersix.readthedocs.io

73. pytransitions/transitions ⭐ 5,562
    A lightweight, object-oriented finite state machine implementation in Python with many extensions

74. rsalmei/alive-progress ⭐ 5,311
    A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!

75. buildbot/buildbot ⭐ 5,210
    Python-based continuous integration testing framework; your pull requests are more than welcome!
    🔗 www.buildbot.net

76. prompt-toolkit/ptpython ⭐ 5,152
    A better Python REPL

77. spotify/pedalboard ⭐ 5,056
    🎛 🔊 A Python library for audio.
    🔗 spotify.github.io/pedalboard

78. pycqa/pycodestyle ⭐ 5,006
    Simple Python style checker in one Python file
    🔗 pycodestyle.pycqa.org

79. pywinauto/pywinauto ⭐ 4,826
    Windows GUI Automation with Python (based on text properties)
    🔗 pywinauto.github.io

80. jorgebastida/awslogs ⭐ 4,817
    AWS CloudWatch logs for Humans™

81. tebelorg/RPA-Python ⭐ 4,773
    Python package for doing RPA

82. pytoolz/toolz ⭐ 4,619
    A functional standard library for Python.
    🔗 toolz.readthedocs.org

83. hhatto/autopep8 ⭐ 4,553
    A tool that automatically formats Python code to conform to the PEP 8 style guide.
    🔗 pypi.org/project/autopep8

84. pyinvoke/invoke ⭐ 4,340
    Pythonic task management & command execution.
    🔗 pyinvoke.org

85. bogdanp/dramatiq ⭐ 4,191
    A fast and reliable background task processing library for Python 3.
    🔗 dramatiq.io

86. evhub/coconut ⭐ 4,022
    Coconut (coconut-lang.org) is a variant of Python that adds on top of Python syntax new features for simple, elegant, Pythonic functional programming.
    🔗 coconut-lang.org

87. adafruit/circuitpython ⭐ 3,984
    CircuitPython - a Python implementation for teaching coding with microcontrollers
    🔗 circuitpython.org

88. ashleve/lightning-hydra-template ⭐ 3,955
    PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

89. miguelgrinberg/python-socketio ⭐ 3,897
    Python Socket.IO server and client

90. joblib/joblib ⭐ 3,788
    Computing with Python functions.
    🔗 joblib.readthedocs.org

91. pyinfra-dev/pyinfra ⭐ 3,769
    pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
    🔗 pyinfra.com

92. ets-labs/python-dependency-injector ⭐ 3,751
    Dependency injection framework for Python
    🔗 python-dependency-injector.ets-labs.org

93. rspeer/python-ftfy ⭐ 3,743
    Fixes mojibake and other glitches in Unicode text, after the fact.
    🔗 ftfy.readthedocs.org

94. blealtan/efficient-kan ⭐ 3,720
    An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

95. python-markdown/markdown ⭐ 3,692
    A Python implementation of John Gruber’s Markdown with Extension support.
    🔗 python-markdown.github.io

96. more-itertools/more-itertools ⭐ 3,642
    More routines for operating on iterables, beyond itertools
    🔗 more-itertools.rtfd.io

97. zeromq/pyzmq ⭐ 3,638
    PyZMQ: Python bindings for zeromq
    🔗 zguide.zeromq.org/py:all

98. pyo3/maturin ⭐ 3,589
    Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
    🔗 maturin.rs

99. pydata/xarray ⭐ 3,530
    N-D labeled arrays and datasets in Python
    🔗 xarray.dev

100. pypi/warehouse ⭐ 3,529
     The Python Package Index
     🔗 pypi.org

101. tartley/colorama ⭐ 3,491
     Simple cross-platform colored terminal text in Python

102. osohq/oso ⭐ 3,462
     Oso is a batteries-included framework for building authorization in your application.
     🔗 docs.osohq.com

103. jorisschellekens/borb ⭐ 3,346
     borb is a library for reading, creating and manipulating PDF files in python.
     🔗 borbpdf.com

104. suor/funcy ⭐ 3,333
     A fancy and practical functional tools

105. spotify/basic-pitch ⭐ 3,199
     A lightweight yet powerful audio-to-MIDI converter with pitch bend detection
     🔗 basicpitch.io

106. pyserial/pyserial ⭐ 3,171
     Python serial port access library

107. camelot-dev/camelot ⭐ 2,865
     A Python library to extract tabular data from PDFs
     🔗 camelot-py.readthedocs.io

108. legrandin/pycryptodome ⭐ 2,767
     A self-contained cryptographic library for Python
     🔗 www.pycryptodome.org

109. tox-dev/pipdeptree ⭐ 2,747
     A command line utility to display dependency tree of the installed Python packages
     🔗 pypi.python.org/pypi/pipdeptree

110. lxml/lxml ⭐ 2,635
     The lxml XML toolkit for Python
     🔗 lxml.de

111. liiight/notifiers ⭐ 2,633
     The easy way to send notifications
     🔗 notifiers.readthedocs.io

112. whylabs/whylogs ⭐ 2,606
     An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
     🔗 whylogs.readthedocs.io

113. pexpect/pexpect ⭐ 2,573
     A Python module for controlling interactive programs in a pseudo-terminal
     🔗 pexpect.readthedocs.io

114. litl/backoff ⭐ 2,556
     Python library providing function decorators for configurable backoff and retry

115. scrapinghub/dateparser ⭐ 2,511
     python parser for human readable dates

116. pyston/pyston ⭐ 2,503
     A faster and highly-compatible implementation of the Python programming language.
     🔗 www.pyston.org

117. yaml/pyyaml ⭐ 2,497
     Canonical source repository for PyYAML

118. dosisod/refurb ⭐ 2,472
     A tool for refurbishing and modernizing Python codebases

119. cdgriffith/Box ⭐ 2,424
     Python dictionaries with advanced dot notation access
     🔗 github.com/cdgriffith/box/wiki

120. pypa/setuptools ⭐ 2,420
     Official project repository for the Setuptools build system
     🔗 pypi.org/project/setuptools

121. nschloe/tikzplotlib ⭐ 2,365
     📊 Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.

122. hgrecco/pint ⭐ 2,342
     Operate and manipulate physical quantities in Python
     🔗 pint.readthedocs.org

123. dateutil/dateutil ⭐ 2,296
     Useful extensions to the standard Python datetime features

124. grantjenks/python-diskcache ⭐ 2,287
     Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python.
     🔗 www.grantjenks.com/docs/diskcache

125. pndurette/gTTS ⭐ 2,223
     Python library and CLI tool to interface with Google Translate's text-to-speech API
     🔗 gtts.readthedocs.org

126. kiminewt/pyshark ⭐ 2,188
     Python wrapper for tshark, allowing python packet parsing using wireshark dissectors

127. jcrist/msgspec ⭐ 2,167
     A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
     🔗 jcristharif.com/msgspec

128. pyparsing/pyparsing ⭐ 2,164
     Python library for creating PEG parsers

129. ianmiell/shutit ⭐ 2,150
     Automation framework for programmers
     🔗 ianmiell.github.io/shutit

130. libaudioflux/audioFlux ⭐ 2,115
     A library for audio and music analysis, feature extraction.
     🔗 audioflux.top

131. astanin/python-tabulate ⭐ 2,074
     Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from bitbucket.org/astanin/python-tabulate.
     🔗 pypi.org/project/tabulate

132. nateshmbhat/pyttsx3 ⭐ 2,034
     Offline Text To Speech synthesis for python

133. google/gin-config ⭐ 2,024
     Gin provides a lightweight configuration framework for Python

134. grahamdumpleton/wrapt ⭐ 2,021
     A Python module for decorators, wrappers and monkey patching.

135. pyfilesystem/pyfilesystem2 ⭐ 1,973
     Python's Filesystem abstraction layer
     🔗 www.pyfilesystem.org

136. landscapeio/prospector ⭐ 1,927
     Inspects Python source files and provides information about type and location of classes, methods etc

137. rhettbull/osxphotos ⭐ 1,913
     Python app to work with pictures and associated metadata from Apple Photos on macOS. Also includes a package to provide programmatic access to the Photos library, pictures, and metadata.

138. omry/omegaconf ⭐ 1,907
     Flexible Python configuration system. The last one you will ever need.

139. julienpalard/Pipe ⭐ 1,907
     A Python library to use infix notation in Python

140. python-rope/rope ⭐ 1,901
     a python refactoring library

141. mitmproxy/pdoc ⭐ 1,898
     API Documentation for Python Projects
     🔗 pdoc.dev

142. numba/llvmlite ⭐ 1,879
     A lightweight LLVM python binding for writing JIT compilers
     🔗 llvmlite.pydata.org

143. chaostoolkit/chaostoolkit ⭐ 1,868
     Chaos Engineering Toolkit & Orchestration for Developers
     🔗 chaostoolkit.org

144. carpedm20/emoji ⭐ 1,864
     emoji terminal output for Python

145. pydoit/doit ⭐ 1,825
     task management & automation tool
     🔗 pydoit.org

146. joowani/binarytree ⭐ 1,810
     Python Library for Studying Binary Trees
     🔗 binarytree.readthedocs.io

147. pydantic/logfire ⭐ 1,803
     Uncomplicated Observability for Python and beyond! 🪵🔥
     🔗 docs.pydantic.dev/logfire

148. pygments/pygments ⭐ 1,771
     Pygments is a generic syntax highlighter written in Python
     🔗 pygments.org

149. kalliope-project/kalliope ⭐ 1,714
     Kalliope is a framework that will help you to create your own personal assistant.
     🔗 kalliope-project.github.io

150. konradhalas/dacite ⭐ 1,708
     Simple creation of data classes from dictionaries.

151. samuelcolvin/watchfiles ⭐ 1,701
     Simple, modern and fast file watching and code reload in python.
     🔗 watchfiles.helpmanual.io

152. p0dalirius/Coercer ⭐ 1,699
     A python script to automatically coerce a Windows server to authenticate on an arbitrary machine through 12 methods.
     🔗 podalirius.net

153. home-assistant/supervisor ⭐ 1,696
     🏡 Home Assistant Supervisor
     🔗 home-assistant.io/hassio

154. open-telemetry/opentelemetry-python ⭐ 1,692
     OpenTelemetry Python API and SDK
     🔗 opentelemetry.io

155. rubik/radon ⭐ 1,692
     Various code metrics for Python code
     🔗 radon.readthedocs.org

156. hbldh/bleak ⭐ 1,674
     A cross platform Bluetooth Low Energy Client for Python using asyncio

157. mkdocstrings/mkdocstrings ⭐ 1,648
     📘 Automatic documentation from sources, for MkDocs.
     🔗 mkdocstrings.github.io

158. facebookincubator/Bowler ⭐ 1,532
     Safe code refactoring for modern Python.
     🔗 pybowler.io

159. quodlibet/mutagen ⭐ 1,502
     Python module for handling audio metadata
     🔗 mutagen.readthedocs.io

160. nficano/python-lambda ⭐ 1,493
     A toolkit for developing and deploying serverless Python code in AWS Lambda.

161. instagram/LibCST ⭐ 1,490
     A concrete syntax tree parser and serializer library for Python that preserves many aspects of Python's abstract syntax tree
     🔗 libcst.readthedocs.io

162. lcompilers/lpython ⭐ 1,489
     Python compiler
     🔗 lpython.org

163. fabiocaccamo/python-benedict ⭐ 1,474
     📘 dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities.

164. aws-samples/aws-glue-samples ⭐ 1,414
     AWS Glue code samples

165. pycqa/pyflakes ⭐ 1,355
     A simple program which checks Python source files for errors
     🔗 pypi.org/project/pyflakes

166. lidatong/dataclasses-json ⭐ 1,349
     Easily serialize Data Classes to and from JSON

167. ossf/criticality_score ⭐ 1,307
     Gives criticality score for an open source project

168. brandon-rhodes/python-patterns ⭐ 1,300
     Source code behind the python-patterns.guide site by Brandon Rhodes

169. aio-libs/yarl ⭐ 1,275
     Yet another URL library
     🔗 yarl.aio-libs.org

170. anthropics/anthropic-sdk-python ⭐ 1,238
     SDK providing access to Anthropic's safety-first language model APIs

171. oracle/graalpython ⭐ 1,187
     A Python 3 implementation built on GraalVM

172. pdoc3/pdoc ⭐ 1,119
     🐍 ➡️ 📜 Auto-generate API documentation for Python projects
     🔗 pdoc3.github.io/pdoc

173. pyo3/rust-numpy ⭐ 1,080
     PyO3-based Rust bindings of the NumPy C-API

174. c4urself/bump2version ⭐ 1,052
     Version-bump your software with a single command
     🔗 pypi.python.org/pypi/bump2version

175. metachris/logzero ⭐ 1,028
     Robust and effective logging for Python 2 and 3.
     🔗 logzero.readthedocs.io

176. pyfpdf/fpdf2 ⭐ 1,025
     Simple PDF generation for Python
     🔗 py-pdf.github.io/fpdf2

177. fsspec/filesystem_spec ⭐ 980
     A specification that python filesystems should adhere to.

178. milvus-io/pymilvus ⭐ 959
     Python SDK for Milvus.

179. fastai/fastcore ⭐ 930
     Python supercharged for the fastai library
     🔗 fastcore.fast.ai

180. lastmile-ai/aiconfig ⭐ 915
     AIConfig saves prompts, models and model parameters as source control friendly configs. This allows you to iterate on prompts and model parameters separately from your application code.
     🔗 aiconfig.lastmileai.dev

181. pypy/pypy ⭐ 881
     PyPy is a very fast and compliant implementation of the Python language.
     🔗 pypy.org

182. alex-sherman/unsync ⭐ 876
     Unsynchronize asyncio

183. barracuda-fsh/pyobd ⭐ 794
     An OBD-II compliant car diagnostic tool

184. samuelcolvin/dirty-equals ⭐ 788
     Doing dirty (but extremely useful) things with equals.
     🔗 dirty-equals.helpmanual.io

185. ariebovenberg/whenever ⭐ 774
     ⏰ Modern datetime library for Python, available in Rust or pure Python
     🔗 whenever.rtfd.io

186. pypa/build ⭐ 710
     A simple, correct Python build frontend
     🔗 build.pypa.io

187. qdrant/qdrant-client ⭐ 706
     Python client for Qdrant vector search engine
     🔗 qdrant.tech

188. open-telemetry/opentelemetry-python-contrib ⭐ 677
     OpenTelemetry instrumentation for Python modules
     🔗 opentelemetry.io

189. modal-labs/modal-examples ⭐ 668
     Examples of programs built using Modal
     🔗 modal.com/docs

190. instagram/Fixit ⭐ 663
     Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom in-repo lint rules.
     🔗 fixit.rtfd.io/en/latest

191. gefyrahq/gefyra ⭐ 662
     Blazingly-fast 🚀, rock-solid, local application development ➡️ with Kubernetes.
     🔗 gefyra.dev

192. methexis-inc/terminal-copilot ⭐ 569
     A smart terminal assistant that helps you find the right command.

193. platformdirs/platformdirs ⭐ 549
     A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
     🔗 platformdirs.readthedocs.io

194. argoproj-labs/hera ⭐ 538
     Hera is an Argo Python SDK. Hera aims to make construction and submission of various Argo Project resources easy and accessible to everyone! Hera abstracts away low-level setup details while still maintaining a consistent vocabulary with Argo. ⭐️ Remember to star!
     🔗 hera.rtfd.io

195. fastai/ghapi ⭐ 529
     A delightful and complete interface to GitHub's amazing API
     🔗 ghapi.fast.ai

196. steamship-core/steamship-langchain ⭐ 510
     steamship-langchain

197. google/pyglove ⭐ 323
     Manipulating Python Programs

Vizualisation

Vizualisation tools and libraries. Application frameworks, 2D/3D plotting, dashboards, WebGL.

1. apache/superset ⭐ 61,072
   Apache Superset is a Data Visualization and Data Exploration Platform
   🔗 superset.apache.org

2. streamlit/streamlit ⭐ 33,921
   Streamlit — A faster way to build and share data apps.
   🔗 streamlit.io

3. gradio-app/gradio ⭐ 31,492
   Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
   🔗 www.gradio.app

4. plotly/dash ⭐ 21,031
   Data Apps & Dashboards for Python. No JavaScript Required.
   🔗 plotly.com/dash

5. matplotlib/matplotlib ⭐ 19,794
   matplotlib: plotting with Python
   🔗 matplotlib.org/stable

6. bokeh/bokeh ⭐ 19,138
   Interactive Data Visualization in the browser, from Python
   🔗 bokeh.org

7. plotly/plotly.py ⭐ 15,850
   The interactive graphing library for Python ✨ This project now includes Plotly Express!
   🔗 plotly.com/python

8. mwaskom/seaborn ⭐ 12,288
   Statistical data visualization in Python
   🔗 seaborn.pydata.org

9. visgl/deck.gl ⭐ 11,984
   WebGL2 powered visualization framework
   🔗 deck.gl

10. marceloprates/prettymaps ⭐ 11,068
    A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

11. altair-viz/altair ⭐ 9,132
    Declarative statistical visualization library for Python
    🔗 altair-viz.github.io

12. nvidia/TensorRT-LLM ⭐ 7,872
    TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT...
    🔗 nvidia.github.io/tensorrt-llm

13. lux-org/lux ⭐ 5,104
    Automatically visualize your pandas dataframe via a single print! 📊 💡

14. renpy/renpy ⭐ 4,818
    The Ren'Py Visual Novel Engine
    🔗 www.renpy.org

15. man-group/dtale ⭐ 4,654
    Visualizer for pandas data structures
    🔗 alphatechadmin.pythonanywhere.com

16. holoviz/panel ⭐ 4,539
    Panel: The powerful data exploration & web app framework for Python
    🔗 panel.holoviz.org

17. has2k1/plotnine ⭐ 3,931
    A Grammar of Graphics for Python
    🔗 plotnine.org

18. residentmario/missingno ⭐ 3,875
    missingno provides a small toolset of flexible and easy-to-use missing data visualizations and utilities that allows you to get a quick visual summary of the completeness (or lack thereof) of your dataset.

19. pyqtgraph/pyqtgraph ⭐ 3,814
    Fast data visualization and GUI tools for scientific / engineering applications
    🔗 www.pyqtgraph.org

20. vispy/vispy ⭐ 3,276
    Main repository for Vispy
    🔗 vispy.org

21. ml-tooling/opyrator ⭐ 3,054
    🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
    🔗 opyrator-playground.mltooling.org

22. netflix/flamescope ⭐ 2,995
    FlameScope is a visualization tool for exploring different time ranges as Flame Graphs.

23. facebookresearch/hiplot ⭐ 2,731
    HiPlot makes understanding high dimensional data easy
    🔗 facebookresearch.github.io/hiplot

24. holoviz/holoviews ⭐ 2,676
    With Holoviews, your data visualizes itself.
    🔗 holoviews.org

25. kozea/pygal ⭐ 2,629
    pygal is a dynamic SVG charting library written in python.
    🔗 www.pygal.org

26. mckinsey/vizro ⭐ 2,586
    Vizro is a toolkit for creating modular data visualization applications.
    🔗 vizro.readthedocs.io/en/stable

27. pyvista/pyvista ⭐ 2,533
    3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
    🔗 docs.pyvista.org

28. marcomusy/vedo ⭐ 1,997
    A python module for scientific analysis of 3D data based on VTK and Numpy
    🔗 vedo.embl.es

29. datapane/datapane ⭐ 1,363
    Build and share data reports in 100% Python
    🔗 datapane.com

30. facultyai/dash-bootstrap-components ⭐ 1,094
    Bootstrap components for Plotly Dash
    🔗 dash-bootstrap-components.opensource.faculty.ai

31. nomic-ai/deepscatter ⭐ 1,007
    Zoomable, animated scatterplots in the browser that scales over a billion points

32. holoviz/holoviz ⭐ 827
    High-level tools to simplify visualization in Python.
    🔗 holoviz.org

33. hazyresearch/meerkat ⭐ 820
    Creative interactive views of any dataset.

Web

Web related frameworks and libraries: webapp servers, WSGI, ASGI, asyncio, HTTP, REST, user management.

1. django/django ⭐ 78,410
   The Web framework for perfectionists with deadlines.
   🔗 www.djangoproject.com

2. tiangolo/fastapi ⭐ 74,488
   FastAPI framework, high performance, easy to learn, fast to code, ready for production
   🔗 fastapi.tiangolo.com

3. pallets/flask ⭐ 67,280
   The Python micro framework for building web applications.
   🔗 flask.palletsprojects.com

4. sherlock-project/sherlock ⭐ 53,273
   Hunt down social media accounts by username across social networks
   🔗 sherlockproject.xyz

5. psf/requests ⭐ 51,854
   A simple, yet elegant, HTTP library.
   🔗 requests.readthedocs.io/en/latest

6. tornadoweb/tornado ⭐ 21,641
   Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
   🔗 www.tornadoweb.org

7. reflex-dev/reflex ⭐ 18,547
   🕸️ Web apps in pure Python 🐍
   🔗 reflex.dev

8. huge-success/sanic ⭐ 17,945
   Accelerate your web app development | Build fast. Run fast.
   🔗 sanic.dev

9. wagtail/wagtail ⭐ 17,713
   A Django content management system focused on flexibility and user experience
   🔗 wagtail.org

10. pyscript/pyscript ⭐ 17,581
    A framework that allows users to create rich Python applications in the browser using HTML's interface and the power of Pyodide, WASM, and modern web technologies.
    🔗 pyscript.net

11. aio-libs/aiohttp ⭐ 14,854
    Asynchronous HTTP client/server framework for asyncio and Python
    🔗 docs.aiohttp.org

12. vincigit00/Scrapegraph-ai ⭐ 13,769
    ScrapeGraphAI is a web scraping python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents
    🔗 scrapegraphai.com

13. encode/httpx ⭐ 12,835
    A next generation HTTP client for Python. 🦋
    🔗 www.python-httpx.org

14. getpelican/pelican ⭐ 12,450
    Static site generator that supports Markdown and reST syntax. Powered by Python.
    🔗 getpelican.com

15. aws/chalice ⭐ 10,564
    Python Serverless Microframework for AWS

16. flet-dev/flet ⭐ 10,534
    Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.
    🔗 flet.dev

17. encode/starlette ⭐ 9,895
    The little ASGI framework that shines. 🌟
    🔗 www.starlette.io

18. benoitc/gunicorn ⭐ 9,673
    gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
    🔗 www.gunicorn.org

19. falconry/falcon ⭐ 9,469
    The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.
    🔗 falcon.readthedocs.io/en/stable

20. zauberzeug/nicegui ⭐ 8,509
    Create web-based user interfaces with Python. The nice way.
    🔗 nicegui.io

21. bottlepy/bottle ⭐ 8,356
    bottle.py is a fast and simple micro-framework for python web-applications.
    🔗 bottlepy.org

22. encode/uvicorn ⭐ 8,231
    An ASGI web server, for Python. 🦄
    🔗 www.uvicorn.org

23. graphql-python/graphene ⭐ 8,038
    GraphQL framework for Python
    🔗 graphene-python.org

24. reactive-python/reactpy ⭐ 7,791
    ReactPy is a library for building user interfaces in Python without Javascript
    🔗 reactpy.dev

25. vitalik/django-ninja ⭐ 6,781
    💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
    🔗 django-ninja.dev

26. pyeve/eve ⭐ 6,678
    REST API framework designed for human beings
    🔗 python-eve.org

27. pallets/werkzeug ⭐ 6,609
    The comprehensive WSGI web application library.
    🔗 werkzeug.palletsprojects.com

28. webpy/webpy ⭐ 5,884
    web.py is a web framework for python that is as simple as it is powerful.
    🔗 webpy.org

29. starlite-api/litestar ⭐ 5,247
    Production-ready, Light, Flexible and Extensible ASGI API framework | Effortlessly Build Performant APIs
    🔗 litestar.dev

30. stephenmcd/mezzanine ⭐ 4,749
    CMS framework for Django
    🔗 mezzanine.jupo.org

31. nameko/nameko ⭐ 4,688
    A microservices framework for Python that lets service developers concentrate on application logic and encourages testability.
    🔗 www.nameko.io

32. pywebio/PyWebIO ⭐ 4,459
    Write interactive web app in script way.
    🔗 pywebio.readthedocs.io

33. fastapi-users/fastapi-users ⭐ 4,418
    Ready-to-use and customizable users management for FastAPI
    🔗 fastapi-users.github.io/fastapi-users

34. pylons/pyramid ⭐ 3,929
    Pyramid - A Python web framework
    🔗 trypyramid.com

35. h2oai/wave ⭐ 3,913
    H2O Wave is a software stack for building beautiful, low-latency, realtime, browser-based applications and dashboards entirely in Python/R without using HTML, Javascript, or CSS.
    🔗 wave.h2o.ai

36. strawberry-graphql/strawberry ⭐ 3,882
    A GraphQL library for Python that leverages type annotations 🍓
    🔗 strawberry.rocks

37. websocket-client/websocket-client ⭐ 3,540
    WebSocket client for Python
    🔗 github.com/websocket-client/websocket-client

38. unbit/uwsgi ⭐ 3,441
    uWSGI application server container
    🔗 projects.unbit.it/uwsgi

39. pallets/quart ⭐ 2,834
    An async Python micro framework for building web applications.
    🔗 quart.palletsprojects.com

40. fastapi-admin/fastapi-admin ⭐ 2,758
    A fast admin dashboard based on FastAPI and TortoiseORM with tabler ui, inspired by Django admin
    🔗 fastapi-admin-docs.long2ice.io

41. flipkart-incubator/Astra ⭐ 2,475
    Automated Security Testing For REST API's

42. masoniteframework/masonite ⭐ 2,174
    The Modern And Developer Centric Python Web Framework. Be sure to read the documentation and join the Discord channel for questions: https://discord.gg/TwKeFahmPZ
    🔗 docs.masoniteproject.com

43. dot-agent/nextpy ⭐ 2,171
    🤖Self-Modifying Framework from the Future 🔮 World's First AMS
    🔗 dotagent.ai

44. python-restx/flask-restx ⭐ 2,123
    Fork of Flask-RESTPlus: Fully featured framework for fast, easy and documented API development with Flask
    🔗 flask-restx.readthedocs.io/en/latest

45. s3rius/FastAPI-template ⭐ 1,859
    Feature rich robust FastAPI template.

46. dmontagu/fastapi-utils ⭐ 1,852
    Reusable utilities for FastAPI: a number of utilities to help reduce boilerplate and reuse common functionality across projects

47. neoteroi/BlackSheep ⭐ 1,822
    Fast ASGI web framework for Python
    🔗 www.neoteroi.dev/blacksheep

48. cherrypy/cherrypy ⭐ 1,818
    CherryPy is a pythonic, object-oriented HTTP framework. https://cherrypy.dev
    🔗 docs.cherrypy.dev

49. indico/indico ⭐ 1,709
    Indico - A feature-rich event management system, made @ CERN, the place where the Web was born.
    🔗 getindico.io

50. jordaneremieff/mangum ⭐ 1,662
    AWS Lambda support for ASGI applications
    🔗 mangum.io

51. wtforms/wtforms ⭐ 1,497
    A flexible forms validation and rendering library for Python.
    🔗 wtforms.readthedocs.io

52. awtkns/fastapi-crudrouter ⭐ 1,352
    A dynamic FastAPI router that automatically creates CRUD routes for your models
    🔗 fastapi-crudrouter.awtkns.com

53. long2ice/fastapi-cache ⭐ 1,230
    fastapi-cache is a tool to cache fastapi response and function result, with backends support redis and memcached.
    🔗 github.com/long2ice/fastapi-cache

54. magicstack/httptools ⭐ 1,187
    Fast HTTP parser

55. rstudio/py-shiny ⭐ 1,169
    Shiny for Python
    🔗 shiny.posit.co/py

56. whitphx/stlite ⭐ 1,114
    A port of Streamlit to WebAssembly, powered by Pyodide.
    🔗 edit.share.stlite.net

57. koxudaxi/fastapi-code-generator ⭐ 987
    This code generator creates FastAPI app from an openapi file.

58. aeternalis-ingenium/FastAPI-Backend-Template ⭐ 600
    A backend project template with FastAPI, PostgreSQL with asynchronous SQLAlchemy 2.0, Alembic for asynchronous database migration, and Docker.

---

Interactive version: www.awesomepython.org, Hugging Face Dataset: awesome-python

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1,534 hand-picked awesome Python libraries and frameworks, updated 12 Aug 2024