Releases: lukasmasuch/best-of-ml-python
Update: 2025.06.12
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Ray (🥇48 · ⭐ 37K · 📈) - Ray is an AI compute engine. Ray consists of a core distributed..
Apache-2 - litellm (🥇44 · ⭐ 24K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - triton (🥇44 · ⭐ 16K · 📈) - Development repository for the Triton language and compiler.
MIT - Seaborn (🥇43 · ⭐ 13K · 📈) - Statistical data visualization in Python.
BSD-3 - speechbrain (🥇40 · ⭐ 10K · 📈) - A PyTorch-based Speech Toolkit.
Apache-2 - espnet (🥇38 · ⭐ 9.2K · 📈) - End-to-End Speech Processing Toolkit.
Apache-2 - Netron (🥇36 · ⭐ 30K · 📈) - Visualizer for neural network, deep learning and machine..
MIT - ivy (🥈35 · ⭐ 14K · 📈) - Convert Machine Learning Code Between Frameworks.
Apache-2 - AzureML SDK (🥈32 · ⭐ 4.2K · 📈) - Python notebooks with ML and deep learning examples with Azure..
MIT - apricot (🥉23 · ⭐ 510 · 📈) - apricot implements submodular optimization for the purpose of..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- gensim (🥇39 · ⭐ 16K · 📉) - Topic Modelling for Humans.
❗️LGPL-2.1 - deepface (🥇38 · ⭐ 19K · 📉) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,..
MIT - HoloViews (🥈38 · ⭐ 2.8K · 📉) - With Holoviews, your data visualizes itself.
BSD-3 - sentencepiece (🥈37 · ⭐ 11K · 📉) - Unsupervised text tokenizer for Neural Network-based text..
Apache-2 - GeoViews (🥉25 · ⭐ 620 · 📉) - Simple, concise geographical visualization in Python.
BSD-3 - Torchmeta (🥉20 · ⭐ 2K · 💀) - A collection of extensions and data-loaders for few-shot..
MIT - Runhouse (🥉20 · ⭐ 1K · 📉) - Distribute and run AI workloads magically in Python, like PyTorch..
Apache-2 - pivottablejs (🥉20 · ⭐ 700 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython..
MIT - random-forest-importances (🥉19 · ⭐ 620 · 📉) - Code to compute permutation and drop-column..
MIT - pymdp (🥉18 · ⭐ 530 · 📉) - A Python implementation of active inference for Markov Decision Processes.
MIT
Update: 2025.06.05
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Optuna (🥇44 · ⭐ 12K · 📈) - A hyperparameter optimization framework.
MIT - dask.distributed (🥇40 · ⭐ 1.6K · 📈) - A distributed task scheduler for Dask.
BSD-3 - GeoPandas (🥇39 · ⭐ 4.8K · 📈) - Python tools for geographic data.
BSD-3 - HoloViews (🥈39 · ⭐ 2.8K · 📈) - With Holoviews, your data visualizes itself.
BSD-3 - torchaudio (🥇36 · ⭐ 2.7K · 📈) - Data manipulation and transformation for audio signal..
BSD-2 - Prophet (🥇35 · ⭐ 19K · 📈) - Tool for producing high quality forecasts for time series data that..
MIT - PyCaret (🥈35 · ⭐ 9.3K · 📈) - An open-source, low-code machine learning library in Python.
MIT - Snips NLU (🥉24 · ⭐ 3.9K · 💀) - Snips Python library to extract meaning from text.
Apache-2 - Orbit (🥉23 · ⭐ 2K · 📈) - A Python package for Bayesian forecasting with object-oriented..
Apache-2 - solt (🥉22 · ⭐ 260 · 📈) - Streaming over lightweight data transformations.
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Bokeh (🥇44 · ⭐ 20K · 📉) - Interactive Data Visualization in the browser, from Python.
BSD-3 - Seaborn (🥇42 · ⭐ 13K · 📉) - Statistical data visualization in Python.
BSD-3 - PyMC3 (🥇40 · ⭐ 9.1K · 📉) - Bayesian Modeling and Probabilistic Programming in Python.
Apache-2 - PyFlink (🥈39 · ⭐ 25K · 📉) - Apache Flink Python API.
Apache-2 - InsightFace (🥈37 · ⭐ 25K · 📉) - State-of-the-art 2D and 3D Face Analysis Project.
MIT - avalanche (🥉25 · ⭐ 1.9K · 📉) - Avalanche: an End-to-End Library for Continual Learning based on..
MIT - finmarketpy (🥉23 · ⭐ 3.6K · 📉) - Python library for backtesting trading strategies &..
Apache-2 - Mapbox GL (🥉22 · ⭐ 680 · 📉) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook.
MIT - textpipe (🥉18 · ⭐ 300 · 💀) - Textpipe: clean and extract metadata from text.
MIT - nude.py (🥉16 · ⭐ 930 · 💀) - Nudity detection with Python.
MIT
Update: 2025.05.29
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Plotly (🥇47 · ⭐ 17K · 📈) - The interactive graphing library for Python.
MIT - networkx (🥇45 · ⭐ 16K · 📈) - Network Analysis in Python.
BSD-3 - PyTorch Image Models (🥇42 · ⭐ 34K · 📈) - The largest collection of PyTorch image encoders /..
Apache-2 - MoviePy (🥇42 · ⭐ 13K · 📈) - Video editing with Python.
MIT - Tokenizers (🥇40 · ⭐ 9.7K · 📈) - Fast State-of-the-Art Tokenizers optimized for Research and..
Apache-2 - Graphviz (🥈37 · ⭐ 1.7K · 💤) - Simple Python interface for Graphviz.
MIT - detectron2 (🥈34 · ⭐ 32K · 📈) - Detectron2 is a platform for object detection,..
Apache-2 - VisualDL (🥈29 · ⭐ 4.8K · 📈) - Deep Learning Visualization Toolkit.
Apache-2 - stockstats (🥉26 · ⭐ 1.4K · 📈) - Supply a wrapper
StockDataFramebased on the..BSD-3 - DiCE (🥉22 · ⭐ 1.4K · 📈) - Generate Diverse Counterfactual Explanations for any machine..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- MNE (🥇37 · ⭐ 3K · 📉) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in..
BSD-3 - python-soundfile (🥈30 · ⭐ 770 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,..
BSD-3 - pygraphistry (🥈27 · ⭐ 2.3K · 📉) - PyGraphistry is a Python library to quickly load,..
BSD-3 - Neptune.ai (🥉27 · ⭐ 620 · 📉) - The experiment tracker for foundation model training.
Apache-2 - layout-parser (🥉24 · ⭐ 5.3K · 💀) - A Unified Toolkit for Deep Learning Based Document Image..
Apache-2 - Snips NLU (🥉22 · ⭐ 3.9K · 💀) - Snips Python library to extract meaning from text.
Apache-2 - sklearn-contrib-lightning (🥉22 · ⭐ 1.7K · 💀) - Large-scale linear classification, regression and..
BSD-3 - Orbit (🥉21 · ⭐ 2K · 💤) - A Python package for Bayesian forecasting with object-oriented..
Apache-2 - Saliency (🥉20 · ⭐ 970 · 💀) - Framework-agnostic implementation for state-of-the-art..
Apache-2 - apricot (🥉20 · ⭐ 510 · 💀) - apricot implements submodular optimization for the purpose of..
MIT
Update: 2025.05.22
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Gradio (🥇45 · ⭐ 38K · 📈) - Wrap UIs around any model, share with anyone.
Apache-2 - spaCy (🥇44 · ⭐ 32K · 📈) - Industrial-strength Natural Language Processing (NLP) in Python.
MIT - Seaborn (🥇43 · ⭐ 13K · 📈) - Statistical data visualization in Python.
BSD-3 - Milvus (🥇42 · ⭐ 35K · 📈) - Milvus is a high-performance, cloud-native vector database built..
Apache-2 - MoviePy (🥇41 · ⭐ 13K · 📈) - Video editing with Python.
MIT - HoloViews (🥈38 · ⭐ 2.8K · 📈) - With Holoviews, your data visualizes itself.
BSD-3 - ART (🥇33 · ⭐ 5.3K · 📈) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning..
MIT - Submit it (🥈31 · ⭐ 1.4K · 📈) - Python 3.8+ toolbox for submitting jobs to Slurm.
MIT - backtrader (🥈29 · ⭐ 17K · 💀) - Python Backtesting library for trading strategies.
❗️GPL-3.0 - EarthPy (🥉29 · ⭐ 520 · 📈) - A package built to support working with spatial data using open..
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- PyTorch Image Models (🥇41 · ⭐ 34K · 📉) - The largest collection of PyTorch image encoders /..
Apache-2 - Altair (🥇40 · ⭐ 9.8K · 📉) - Declarative visualization library for Python.
BSD-3 - pyproj (🥈36 · ⭐ 1.1K · 📉) - Python interface to PROJ (cartographic projections and coordinate..
MIT - TensorFlow Text (🥈35 · ⭐ 1.3K · 📉) - Making text a first-class citizen in TensorFlow.
Apache-2 - detectron2 (🥈31 · ⭐ 32K · 📉) - Detectron2 is a platform for object detection,..
Apache-2 - langid (🥉26 · ⭐ 2.4K · 💀) - Stand-alone language identification system.
BSD-3 - LIT (🥉25 · ⭐ 3.6K · 📉) - The Learning Interpretability Tool: Interactively analyze ML models..
Apache-2 - stockstats (🥉23 · ⭐ 1.4K · 📉) - Supply a wrapper
StockDataFramebased on the..BSD-3 - jraph (🥉21 · ⭐ 1.4K · 💀) - A Graph Neural Network Library in Jax.
Apache-2 - Collie (🥉11 · ⭐ 100 · 💀) - A library for preparing, training, and evaluating scalable deep..
BSD-3
Update: 2025.05.15
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- onnx (🥇43 · ⭐ 19K · 📈) - Open standard for machine learning interoperability.
Apache-2 - yfinance (🥇43 · ⭐ 17K · 📈) - Download market data from Yahoo! Finances API.
Apache-2 - accelerate (🥇43 · ⭐ 8.7K · 📈) - A simple way to launch, train, and use PyTorch models..
Apache-2 - PyTorch Image Models (🥇42 · ⭐ 34K · 📈) - The largest collection of PyTorch image encoders /..
Apache-2 - SageMaker SDK (🥇41 · ⭐ 2.2K · 📈) - A library for training and deploying machine learning..
Apache-2 - gensim (🥇40 · ⭐ 16K · 📈) - Topic Modelling for Humans.
❗️LGPL-2.1 - imageio (🥈37 · ⭐ 1.6K · 📈) - Python library for reading and writing image data.
BSD-2 - Apex (🥈32 · ⭐ 8.7K · 📈) - A PyTorch Extension: Tools for easy mixed precision and..
BSD-3 - hmmlearn (🥈30 · ⭐ 3.2K · 💤) - Hidden Markov Models in Python, with scikit-learn like API.
BSD-3 - DeepVariant (🥉28 · ⭐ 3.4K · 📈) - DeepVariant is an analysis pipeline that uses a deep..
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- sktime (🥇40 · ⭐ 8.4K · 📉) - A unified framework for machine learning with time series.
BSD-3 - Tokenizers (🥇38 · ⭐ 9.7K · 📉) - Fast State-of-the-Art Tokenizers optimized for Research and..
Apache-2 - HoloViews (🥈36 · ⭐ 2.8K · 📉) - With Holoviews, your data visualizes itself.
BSD-3 - PyCaret (🥈35 · ⭐ 9.3K · 📉) - An open-source, low-code machine learning library in Python.
MIT - PySyft (🥇33 · ⭐ 9.7K · 📉) - Perform data science on data that remains in someone elses..
Apache-2 - backtrader (🥉27 · ⭐ 17K · 💀) - Python Backtesting library for trading strategies.
❗️GPL-3.0 - ffn (🥉27 · ⭐ 2.3K · 📉) - ffn - a financial function library for Python.
MIT - GluonNLP (🥉25 · ⭐ 2.6K · 💀) - Toolkit that enables easy text preprocessing, datasets..
Apache-2 - CrypTen (🥉21 · ⭐ 1.6K · 📉) - A framework for Privacy Preserving Machine Learning.
MIT - effector (🥉16 · ⭐ 100 · 📉) - Effector - a Python package for global and regional effect methods.
MIT
Update: 2025.04.24
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- OpenAI Gym (🥇42 · ⭐ 36K · 💀) - A toolkit for developing and comparing reinforcement learning..
MIT - Fastai (🥈42 · ⭐ 27K · 📈) - The fastai deep learning library.
Apache-2 - OCRmyPDF (🥇38 · ⭐ 28K · 📈) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing..
MPL-2.0 - Autograd (🥇36 · ⭐ 7.2K · 📈) - Efficiently computes derivatives of NumPy code.
MIT - VisPy (🥈35 · ⭐ 3.4K · 📈) - High-performance interactive 2D/3D data visualization library.
BSD-3 - Hivemind (🥉27 · ⭐ 2.2K · 📈) - Decentralized deep learning in PyTorch. Built to train models on..
MIT - scikit-lego (🥈27 · ⭐ 1.3K · 📈) - Extra blocks for scikit-learn pipelines.
MIT - greykite (🥉23 · ⭐ 1.8K · 📈) - A flexible, intuitive and fast forecasting library.
BSD-2 - vecstack (🥉23 · ⭐ 690 · 💀) - Python package for stacking (machine learning technique).
MIT - mlens (🥉22 · ⭐ 850 · 💀) - ML-Ensemble high performance ensemble learning.
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- PySpark (🥈44 · ⭐ 41K · 📉) - Apache Spark Python API.
Apache-2 - litellm (🥇43 · ⭐ 21K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - sentence-transformers (🥇43 · ⭐ 17K · 📉) - State-of-the-Art Text Embeddings.
Apache-2 - PyTorch Image Models (🥇41 · ⭐ 34K · 📉) - The largest collection of PyTorch image encoders /..
Apache-2 - TensorFlow Datasets (🥇38 · ⭐ 4.4K · 📉) - TFDS is a collection of datasets ready to use with..
Apache-2 - HoloViews (🥈38 · ⭐ 2.8K · 📉) - With Holoviews, your data visualizes itself.
BSD-3 - Nilearn (🥇38 · ⭐ 1.3K · 📉) - Machine learning for NeuroImaging in Python.
BSD-3 - pytorch-summary (🥉24 · ⭐ 4K · 💀) - Model summary in PyTorch similar to
model.summary()in..MIT - PyAlgoTrade (🥉20 · ⭐ 4.5K · 💀) - Python Algorithmic Trading Library.
Apache-2 - pytorchviz (🥉14 · ⭐ 3.3K · 📉) - A small package to create visualizations of PyTorch execution..
MIT
Update: 2025.04.17
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- transformers (🥇54 · ⭐ 140K · 📈) - Transformers: State-of-the-art Machine Learning for..
Apache-2 - sentence-transformers (🥇44 · ⭐ 16K · 📈) - State-of-the-Art Text Embeddings.
Apache-2 - Optuna (🥇43 · ⭐ 12K · 📈) - A hyperparameter optimization framework.
MIT - Catboost (🥈42 · ⭐ 8.4K · 📈) - A fast, scalable, high performance Gradient Boosting on..
Apache-2 - Ignite (🥈37 · ⭐ 4.6K · 📈) - High-level library to help with training and evaluating neural..
BSD-3 - auto-sklearn (🥈31 · ⭐ 7.8K · 💀) - Automated Machine Learning with scikit-learn.
BSD-3 - Neptune.ai (🥈30 · ⭐ 610 · 📈) - The experiment tracker for foundation model training.
Apache-2 - rrcf (🥉20 · ⭐ 510 · 💀) - Implementation of the Robust Random Cut Forest algorithm for anomaly..
MIT - solt (🥉20 · ⭐ 260 · 📈) - Streaming over lightweight data transformations.
MIT - pytorchviz (🥉19 · ⭐ 3.3K · 📈) - A small package to create visualizations of PyTorch execution..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- jax (🥇45 · ⭐ 32K · 📉) - Composable transformations of Python+NumPy programs: differentiate,..
Apache-2 - MoviePy (🥇41 · ⭐ 13K · 📉) - Video editing with Python.
MIT - dgl (🥇36 · ⭐ 14K · 📉) - Python package built to ease deep learning on graph, on top of..
Apache-2 - ivy (🥈35 · ⭐ 14K · 📉) - Convert Machine Learning Code Between Frameworks.
Apache-2 - librosa (🥈35 · ⭐ 7.6K · 📉) - Python library for audio and music analysis.
ISC - opencv-python (🥈35 · ⭐ 4.8K · 📉) - Automated CI toolchain to produce precompiled opencv-python,..
MIT - NIPYPE (🥈35 · ⭐ 780 · 📉) - Workflows and interfaces for neuroimaging packages.
Apache-2 - Autograd (🥈33 · ⭐ 7.2K · 📉) - Efficiently computes derivatives of NumPy code.
MIT - vecstack (🥉20 · ⭐ 690 · 💀) - Python package for stacking (machine learning technique).
MIT - mlens (🥉19 · ⭐ 850 · 💀) - ML-Ensemble high performance ensemble learning.
MIT
Update: 2025.04.10
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- SymPy (🥇49 · ⭐ 14K · 📈) - A computer algebra system written in pure Python.
BSD-3 - litellm (🥇44 · ⭐ 21K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - speechbrain (🥇39 · ⭐ 9.7K · 📈) - A PyTorch-based Speech Toolkit.
Apache-2 - haystack (🥇38 · ⭐ 20K · 📈) - AI orchestration framework to build customizable, production-..
Apache-2 - sentencepiece (🥇38 · ⭐ 11K · 📈) - Unsupervised text tokenizer for Neural Network-based text..
Apache-2 - ArcGIS API (🥈36 · ⭐ 2K · 📈) - Documentation and samples for ArcGIS API for Python.
Apache-2 - horovod (🥈35 · ⭐ 14K · 📈) - Distributed training framework for TensorFlow, Keras, PyTorch,..
Apache-2 - pycm (🥉28 · ⭐ 1.5K · 📈) - Multi-class confusion matrix library in Python.
MIT - ml-metadata (🥈28 · ⭐ 640 · 📈) - For recording and retrieving metadata associated with ML..
Apache-2 - scikit-tda (🥉17 · ⭐ 540 · 💤) - Topological Data Analysis for Python.
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- sentence-transformers (🥇43 · ⭐ 16K · 📉) - State-of-the-Art Text Embeddings.
Apache-2 - PaddleOCR (🥇41 · ⭐ 48K · 📉) - Awesome multilingual OCR toolkits based on PaddlePaddle..
Apache-2 - deepface (🥇39 · ⭐ 19K · 📉) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,..
MIT - Tokenizers (🥇39 · ⭐ 9.6K · 📉) - Fast State-of-the-Art Tokenizers optimized for Research and..
Apache-2 - dask.distributed (🥇39 · ⭐ 1.6K · 📉) - A distributed task scheduler for Dask.
BSD-3 - auto-sklearn (🥈29 · ⭐ 7.8K · 💀) - Automated Machine Learning with scikit-learn.
BSD-3 - FARM (🥉24 · ⭐ 1.8K · 💀) - Fast & easy transfer learning for NLP. Harvesting language..
Apache-2 - Explainability 360 (🥉23 · ⭐ 1.7K · 📉) - Interpretability and explainability of data and..
Apache-2 - rrcf (🥉18 · ⭐ 510 · 💀) - Implementation of the Robust Random Cut Forest algorithm for anomaly..
MIT - pytorchviz (🥉14 · ⭐ 3.3K · 📉) - A small package to create visualizations of PyTorch execution..
MIT
Update: 2025.04.03
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- dash (🥇46 · ⭐ 22K · 📈) - Data Apps & Dashboards for Python. No JavaScript Required.
MIT - sentence-transformers (🥇44 · ⭐ 16K · 📈) - State-of-the-Art Text Embeddings.
Apache-2 - sktime (🥇41 · ⭐ 8.3K · 📈) - A unified framework for machine learning with time series.
BSD-3 - dask.distributed (🥇40 · ⭐ 1.6K · 📈) - A distributed task scheduler for Dask.
BSD-3 - InsightFace (🥈38 · ⭐ 25K · 📈) - State-of-the-art 2D and 3D Face Analysis Project.
MIT - haystack (🥈37 · ⭐ 20K · 📈) - AI orchestration framework to build customizable, production-..
Apache-2 - Ignite (🥈35 · ⭐ 4.6K · 📈) - High-level library to help with training and evaluating neural..
BSD-3 - Hail (🥈33 · ⭐ 1K · 📈) - Cloud-native genomic dataframes and batch computing.
MIT - scikit-posthocs (🥉27 · ⭐ 360 · 📈) - Multiple Pairwise Comparisons (Post Hoc) Tests in..
MIT - TimeSide (🥉21 · ⭐ 380 · 📈) - scalable audio processing framework and server written in..
❗️AGPL-3.0
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Ray (🥇47 · ⭐ 36K · 📉) - Ray is an AI compute engine. Ray consists of a core distributed..
Apache-2 - networkx (🥇44 · ⭐ 16K · 📉) - Network Analysis in Python.
BSD-3 - StatsModels (🥈44 · ⭐ 11K · 📉) - Statsmodels: statistical modeling and econometrics in Python.
BSD-3 - litellm (🥇43 · ⭐ 20K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - horovod (🥈32 · ⭐ 14K · 📉) - Distributed training framework for TensorFlow, Keras, PyTorch,..
Apache-2 - python-soundfile (🥈30 · ⭐ 750 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,..
BSD-3 - VisualDL (🥉26 · ⭐ 4.8K · 📉) - Deep Learning Visualization Toolkit.
Apache-2 - pytorchvideo (🥉24 · ⭐ 3.4K · 📉) - A deep learning library for video understanding..
Apache-2 - Objax (🥉19 · ⭐ 770 · 💀) - Objax is a machine learning framework that provides an Object..
Apache-2 - scikit-tda (🥉15 · ⭐ 540 · 💤) - Topological Data Analysis for Python.
MIT
Update: 2025.03.27
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Plotly (🥇46 · ⭐ 17K · 📈) - The interactive graphing library for Python.
MIT - OpenAI Gym (🥇41 · ⭐ 36K · 💀) - A toolkit for developing and comparing reinforcement learning..
MIT - audiomentations (🥈31 · ⭐ 2K · 📈) - A Python library for audio data augmentation. Useful for..
MIT - geojson (🥉31 · ⭐ 950 · 📈) - Python bindings and utilities for GeoJSON.
BSD-3 - causalml (🥈30 · ⭐ 5.3K · 📈) - Uplift modeling and causal inference with machine learning..
Apache-2 - eli5 (🥈28 · ⭐ 2.8K · 💀) - A library for debugging/inspecting machine learning classifiers and..
MIT - pytorch_geometric_temporal (🥈28 · ⭐ 2.8K · 📈) - PyTorch Geometric Temporal: Spatiotemporal Signal..
MIT - SMAC3 (🥈28 · ⭐ 1.1K · 📈) - SMAC3: A Versatile Bayesian Optimization Package for..
❗️BSD-1-Clause - SHOGUN (🥉27 · ⭐ 3K · 💀) - Unified and efficient Machine Learning.
BSD-3 - ipyexperiments (🥉16 · ⭐ 220 · 💀) - Automatic GPU+CPU memory profiling, re-use and memory..
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- dash (🥇43 · ⭐ 22K · 📉) - Data Apps & Dashboards for Python. No JavaScript Required.
MIT - Optuna (🥇42 · ⭐ 12K · 📉) - A hyperparameter optimization framework.
MIT - PyOD (🥈35 · ⭐ 9K · 📉) - A Python Library for Outlier and Anomaly Detection, Integrating Classical..
BSD-2 - Recommenders (🥇33 · ⭐ 20K · 📉) - Best Practices on Recommendation Systems.
MIT - tensorboardX (🥈33 · ⭐ 7.9K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...).
MIT - patsy (🥇33 · ⭐ 960 · 📉) - Describing statistical models in Python using symbolic formulas.
BSD-2 - Hail (🥈31 · ⭐ 1K · 📉) - Cloud-native genomic dataframes and batch computing.
MIT - pytorch_tabular (🥈23 · ⭐ 1.5K · 📉) - A standard framework for modelling Deep Learning..
MIT - Orion (🥉22 · ⭐ 290 · 💀) - Asynchronous Distributed Hyperparameter Optimization.
BSD-3 - TimeSide (🥉19 · ⭐ 380 · 📉) - scalable audio processing framework and server written in..
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