Update: 2025.10.30

📈 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.

• dask (🥇45 · ⭐ 14K · 📈) - Parallel computing with task scheduling. BSD-3
• spaCy (🥇43 · ⭐ 33K · 📈) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• Faiss (🥇42 · ⭐ 38K · 📈) - A library for efficient similarity search and clustering of dense vectors. MIT
• scikit-image (🥇41 · ⭐ 6.4K · 📈) - Image processing in Python. ❗Unlicensed
• DeepSpeech (🥈33 · ⭐ 27K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• audioread (🥈33 · ⭐ 520 · 📈) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio.. MIT
• datalad (🥈30 · ⭐ 620 · 📈) - Keep code, data, containers under control with git and git-.. ❗Unlicensed
• Dedupe (🥈29 · ⭐ 4.4K · 📈) - A python library for accurate and scalable fuzzy matching, record.. MIT
• openTSNE (🥉29 · ⭐ 1.6K · 📈) - Extensible, parallel implementations of t-SNE. BSD-3
• kapre (🥉25 · ⭐ 930 · 📈) - kapre: Keras Audio Preprocessors. 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.

• litellm (🥇45 · ⭐ 30K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• deepface (🥈38 · ⭐ 21K · 📉) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
• DeepChem (🥈34 · ⭐ 6.3K · 📉) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT
• VisPy (🥈34 · ⭐ 3.5K · 📉) - High-performance interactive 2D/3D data visualization library. BSD-3
• anomalib (🥈31 · ⭐ 5.1K · 📉) - An anomaly detection library comprising state-of-the-art.. Apache-2
• Haiku (🥉31 · ⭐ 3.1K · 📉) - JAX-based neural network library. Apache-2
• mpld3 (🥉31 · ⭐ 2.4K · 📉) - An interactive data visualization tool which brings matplotlib.. BSD-3
• CLTK (🥈31 · ⭐ 870 · 📉) - The Classical Language Toolkit. MIT
• Sentinelsat (🥉24 · ⭐ 1K · 💀) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• TorchUncertainty (🥉20 · ⭐ 440 · 📉) - Open-source framework for uncertainty and deep.. Apache-2

Update: 2025.10.23

📈 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.

• PaddleOCR (🥇44 · ⭐ 61K · 📈) - Turn any PDF or image document into structured data for.. Apache-2
• Milvus (🥇43 · ⭐ 38K · 📈) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
• imageio (🥇39 · ⭐ 1.7K · 📈) - Python library for reading and writing image data. BSD-2
• Opik (🥇37 · ⭐ 15K · 📈) - Debug, evaluate, and monitor your LLM applications, RAG systems, and.. Apache-2
• fairlearn (🥈30 · ⭐ 2.1K · 📈) - A Python package to assess and improve fairness of machine.. MIT
• snownlp (🥉27 · ⭐ 6.6K · 💀) - Python library for processing Chinese text. MIT
• python_speech_features (🥉26 · ⭐ 2.4K · 💀) - This library provides common speech features for ASR.. MIT
• Runhouse (🥉21 · ⭐ 1.1K · 📈) - Distribute and run AI workloads magically in Python, like.. Apache-2
• miceforest (🥈21 · ⭐ 390 · 📈) - Multiple Imputation with LightGBM in Python. MIT
• Sherpa (🥉19 · ⭐ 340 · 💀) - Hyperparameter optimization that enables researchers to.. ❗️GPL-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.

• Faiss (🥇41 · ⭐ 38K · 📉) - A library for efficient similarity search and clustering of dense vectors. MIT
• haystack (🥇37 · ⭐ 23K · 📉) - AI orchestration framework to build customizable, production-.. Apache-2
• PyOD (🥈35 · ⭐ 9.5K · 📉) - A Python Library for Outlier and Anomaly Detection, Integrating.. BSD-2
• AutoGluon (🥇35 · ⭐ 9.5K · 📉) - Fast and Accurate ML in 3 Lines of Code. Apache-2
• tensorflow-probability (🥇35 · ⭐ 4.4K · 📉) - Probabilistic reasoning and statistical analysis in.. Apache-2
• ivy (🥈34 · ⭐ 14K · 📉) - Convert Machine Learning Code Between Frameworks. Apache-2
• ViZDoom (🥇29 · ⭐ 1.9K · 📉) - Reinforcement Learning environments based on the 1993 game Doom. MIT
• GluonCV (🥉27 · ⭐ 5.9K · 💀) - Gluon CV Toolkit. Apache-2
• pytorch_geometric_temporal (🥈27 · ⭐ 2.9K · 📉) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
• fairness-indicators (🥉19 · ⭐ 360 · 📉) - Tensorflows Fairness Evaluation and Visualization.. Apache-2

Update: 2025.10.16

📈 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.

• Pillow (🥇49 · ⭐ 13K · 📈) - Python Imaging Library (Fork). ❗️PIL
• mlflow (🥇47 · ⭐ 23K · 📈) - The open source developer platform to build AI/LLM applications.. Apache-2
• litellm (🥇46 · ⭐ 30K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• LightGBM (🥈42 · ⭐ 18K · 📈) - A fast, distributed, high performance gradient boosting (GBT, GBDT,.. MIT
• gensim (🥇42 · ⭐ 16K · 📈) - Topic Modelling for Humans. ❗️LGPL-2.1
• ArcGIS API (🥈36 · ⭐ 2.1K · 📈) - Documentation and samples for ArcGIS API for Python. Apache-2
• GPyTorch (🥇34 · ⭐ 3.8K · 📈) - A highly efficient implementation of Gaussian Processes in.. MIT
• SALib (🥈31 · ⭐ 950 · 📈) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST,.. MIT
• metricflow (🥈30 · ⭐ 1.3K · 📈) - MetricFlow allows you to define, build, and maintain metrics.. Apache-2
• DALEX (🥈27 · ⭐ 1.4K · 📈) - moDel Agnostic Language for Exploration and eXplanation. ❗️GPL-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 (🥇48 · ⭐ 39K · 📉) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
• PySpark (🥈44 · ⭐ 42K · 📉) - Apache Spark Python API. Apache-2
• Milvus (🥇42 · ⭐ 38K · 📉) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
• datalad (🥈29 · ⭐ 610 · 📉) - Keep code, data, containers under control with git and git-.. ❗Unlicensed
• EvaDB (🥉24 · ⭐ 2.7K · 💀) - Database system for AI-powered apps. Apache-2
• snownlp (🥉23 · ⭐ 6.6K · 💀) - Python library for processing Chinese text. MIT
• DeepSpeech (🥉21 · ⭐ 27K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• python_speech_features (🥉21 · ⭐ 2.4K · 💀) - This library provides common speech features for ASR.. MIT
• Sherpa (🥉17 · ⭐ 340 · 💀) - Hyperparameter optimization that enables researchers to.. ❗️GPL-3.0
• rliable (🥉11 · ⭐ 850 · 💀) - [NeurIPS21 Outstanding Paper] Library for reliable evaluation on.. Apache-2

Update: 2025.10.09

📈 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.

• PaddlePaddle (🥇46 · ⭐ 23K · 📈) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
• PySpark (🥇45 · ⭐ 42K · 📈) - Apache Spark Python API. Apache-2
• Fastai (🥈41 · ⭐ 27K · 📈) - The fastai deep learning library. Apache-2
• PyFlink (🥈38 · ⭐ 25K · 📈) - Apache Flink Python API. Apache-2
• MXNet (🥈38 · ⭐ 21K · 💀) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• TextBlob (🥇37 · ⭐ 9.4K · 📈) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
• stanza (🥈36 · ⭐ 7.6K · 📈) - Stanford NLP Python library for tokenization, sentence.. Apache-2
• TFlearn (🥈32 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for TensorFlow. MIT
• flashtext (🥉26 · ⭐ 5.7K · 💀) - Extract Keywords from sentence or Replace keywords in sentences. MIT
• ktrain (🥉26 · ⭐ 1.3K · 💀) - ktrain is a Python library that makes deep learning and AI.. 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.

• NeMo (🥇38 · ⭐ 16K · 📉) - A scalable generative AI framework built for researchers and.. Apache-2
• PyVista (🥈38 · ⭐ 3.3K · 📉) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• ivy (🥈35 · ⭐ 14K · 📉) - Convert Machine Learning Code Between Frameworks. Apache-2
• pandas-profiling (🥈35 · ⭐ 13K · 📉) - 1 Line of code data quality profiling & exploratory.. MIT
• evaluate (🥇34 · ⭐ 2.3K · 📉) - Evaluate: A library for easily evaluating machine learning.. Apache-2
• ArcGIS API (🥈34 · ⭐ 2.1K · 📉) - Documentation and samples for ArcGIS API for Python. Apache-2
• detectron2 (🥈33 · ⭐ 33K · 📉) - Detectron2 is a platform for object detection,.. Apache-2
• Perspective (🥈33 · ⭐ 9.5K · 📉) - A data visualization and analytics component,.. Apache-2
• Captum (🥇33 · ⭐ 5.4K · 📉) - Model interpretability and understanding for PyTorch. BSD-3
• effector (🥉14 · ⭐ 120 · 📉) - Effector - a Python package for global and regional effect methods. MIT

Update: 2025.10.02

📈 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.

• networkx (🥇46 · ⭐ 16K · 📈) - Network Analysis in Python. BSD-3
• nltk (🥇46 · ⭐ 14K · 📈) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• gensim (🥇41 · ⭐ 16K · 📈) - Topic Modelling for Humans. ❗️LGPL-2.1
• snowballstemmer (🥈34 · ⭐ 810 · 📈) - Snowball compiler and stemming algorithms. BSD-3
• DeepSpeech (🥈33 · ⭐ 27K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• CLTK (🥈32 · ⭐ 870 · 📈) - The Classical Language Toolkit. MIT
• SciSpacy (🥈31 · ⭐ 1.9K · 📈) - A full spaCy pipeline and models for scientific/biomedical.. Apache-2
• Geomstats (🥉30 · ⭐ 1.4K · 📈) - Computations and statistics on manifolds with geometric structures. MIT
• pandas-ai (🥉25 · ⭐ 22K · 📈) - Chat with your database or your datalake (SQL, CSV,.. ❗Unlicensed
• apricot (🥉22 · ⭐ 520 · 📈) - 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.

• Keras (🥇48 · ⭐ 63K · 📉) - Deep Learning for humans. Apache-2
• PySpark (🥈42 · ⭐ 42K · 📉) - Apache Spark Python API. Apache-2
• PaddlePaddle (🥈41 · ⭐ 23K · 📉) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
• Fastai (🥈35 · ⭐ 27K · 📉) - The fastai deep learning library. Apache-2
• MXNet (🥈34 · ⭐ 21K · 💀) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• TextBlob (🥈34 · ⭐ 9.4K · 📉) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
• PyFlink (🥈33 · ⭐ 25K · 📉) - Apache Flink Python API. Apache-2
• TFlearn (🥉28 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for TensorFlow. MIT
• ktrain (🥉23 · ⭐ 1.3K · 💀) - ktrain is a Python library that makes deep learning and AI.. Apache-2
• flashtext (🥉22 · ⭐ 5.7K · 💀) - Extract Keywords from sentence or Replace keywords in sentences. MIT

➕ Added Projects

Projects that were recently added to this best-of list.

• deepinv (🥉26 · ⭐ 520 · ➕) - DeepInverse: a PyTorch library for solving imaging inverse problems.. BSD-3

Update: 2025.09.25

📈 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 · ⭐ 39K · 📈) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
• litellm (🥇46 · ⭐ 29K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• pydeck (🥇43 · ⭐ 13K · 📈) - WebGL2 powered visualization framework. MIT
• Shapely (🥇40 · ⭐ 4.3K · 📈) - Manipulation and analysis of geometric objects. BSD-3
• huggingface_hub (🥈40 · ⭐ 2.9K · 📈) - The official Python client for the Huggingface Hub. Apache-2
• Graphviz (🥈37 · ⭐ 1.8K · 📈) - Simple Python interface for Graphviz. MIT
• equinox (🥇34 · ⭐ 2.5K · 📈) - Elegant easy-to-use neural networks + scientific computing.. Apache-2
• underthesea (🥈30 · ⭐ 1.6K · 📈) - Underthesea - Vietnamese NLP Toolkit. ❗️GPL-3.0
• vecstack (🥉23 · ⭐ 700 · 📈) - Python package for stacking (machine learning technique). MIT
• Saliency (🥉22 · ⭐ 980 · 💀) - Framework-agnostic implementation for state-of-the-art.. 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.

• pytorch-lightning (🥈44 · ⭐ 30K · 📉) - Pretrain, finetune ANY AI model of ANY size on.. Apache-2
• yfinance (🥇42 · ⭐ 19K · 📉) - Download market data from Yahoo! Finances API. Apache-2
• Tensorboard (🥇42 · ⭐ 7K · 📉) - TensorFlows Visualization Toolkit. Apache-2
• torchvision (🥇41 · ⭐ 17K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• sktime (🥇40 · ⭐ 9.3K · 📉) - A unified framework for machine learning with time series. BSD-3
• PyMC3 (🥇40 · ⭐ 9.3K · 📉) - Bayesian Modeling and Probabilistic Programming in Python. Apache-2
• VisPy (🥈34 · ⭐ 3.5K · 📉) - High-performance interactive 2D/3D data visualization library. BSD-3
• Coqui TTS (🥈32 · ⭐ 1.8K · 📉) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• GluonTS (🥈29 · ⭐ 5K · 📉) - Probabilistic time series modeling in Python. Apache-2
• apricot (🥉20 · ⭐ 520 · 📉) - apricot implements submodular optimization for the purpose of.. MIT

Update: 2025.09.18

📈 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.

• litellm (🥇45 · ⭐ 29K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• yfinance (🥇43 · ⭐ 19K · 📈) - Download market data from Yahoo! Finances API. Apache-2
• dask.distributed (🥇39 · ⭐ 1.6K · 📈) - A distributed task scheduler for Dask. BSD-3
• haystack (🥇38 · ⭐ 23K · 📈) - AI orchestration framework to build customizable, production-.. Apache-2
• carla (🥇37 · ⭐ 13K · 📈) - Open-source simulator for autonomous driving research. MIT
• TextBlob (🥇37 · ⭐ 9.4K · 📈) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
• imageio (🥈37 · ⭐ 1.6K · 📈) - Python library for reading and writing image data. BSD-2
• ArcGIS API (🥈36 · ⭐ 2.1K · 📈) - Documentation and samples for ArcGIS API for Python. Apache-2
• TPOT (🥇34 · ⭐ 10K · 📈) - A Python Automated Machine Learning tool that optimizes.. ❗️LGPL-3.0
• Pytorch Toolbelt (🥈24 · ⭐ 1.6K · 📈) - PyTorch extensions for fast R&D prototyping and.. 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.

• PyTorch (🥇55 · ⭐ 93K · 📉) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• torchvision (🥇42 · ⭐ 17K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• MoviePy (🥇42 · ⭐ 14K · 📉) - Video editing with Python. MIT
• folium (🥇40 · ⭐ 7.2K · 📉) - Python Data. Leaflet.js Maps. MIT
• PyVista (🥈38 · ⭐ 3.3K · 📉) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• HoloViews (🥈38 · ⭐ 2.8K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• ivy (🥈36 · ⭐ 14K · 📉) - Convert Machine Learning Code Between Frameworks. Apache-2
• PyQtGraph (🥈36 · ⭐ 4.2K · 📉) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• Graphviz (🥈36 · ⭐ 1.7K · 📉) - Simple Python interface for Graphviz. MIT
• CellProfiler (🥉26 · ⭐ 1K · 📉) - An open-source application for biological image analysis. BSD-3

Update: 2025.09.11

📈 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.

• pytorch-lightning (🥇45 · ⭐ 30K · 📈) - Pretrain, finetune ANY AI model of ANY size on.. Apache-2
• triton (🥇45 · ⭐ 17K · 📈) - Development repository for the Triton language and compiler. MIT
• folium (🥇41 · ⭐ 7.2K · 📈) - Python Data. Leaflet.js Maps. MIT
• MNE (🥇38 · ⭐ 3K · 📈) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
• Rasterio (🥈37 · ⭐ 2.4K · 📈) - Rasterio reads and writes geospatial raster datasets. BSD-3
• tensorboardX (🥈35 · ⭐ 8K · 📈) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
• River (🥈32 · ⭐ 5.5K · 📈) - Online machine learning in Python. BSD-3
• DeepVariant (🥉27 · ⭐ 3.5K · 📈) - DeepVariant is an analysis pipeline that uses a deep.. BSD-3
• findspark (🥉26 · ⭐ 520 · 📈) - Find pyspark to make it importable. BSD-3
• celer (🥉22 · ⭐ 230 · 📈) - Fast solver for L1-type problems: Lasso, sparse Logisitic.. 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.

• litellm (🥇44 · ⭐ 29K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• sentence-transformers (🥇43 · ⭐ 18K · 📉) - State-of-the-Art Text Embeddings. Apache-2
• gensim (🥇39 · ⭐ 16K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1
• Albumentations (🥈36 · ⭐ 15K · 📉) - Fast and flexible image augmentation library. Paper.. MIT
• ART (🥇34 · ⭐ 5.5K · 📉) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning.. MIT
• Prophet (🥇33 · ⭐ 20K · 📉) - Tool for producing high quality forecasts for time series data that.. MIT
• Captum (🥇33 · ⭐ 5.4K · 📉) - Model interpretability and understanding for PyTorch. BSD-3
• tslearn (🥇33 · ⭐ 3K · 📉) - The machine learning toolkit for time series analysis in Python. BSD-2
• Pythran (🥈33 · ⭐ 2.1K · 📉) - Ahead of Time compiler for numeric kernels. BSD-3
• PyTorch3D (🥈32 · ⭐ 9.5K · 📉) - PyTorch3D is FAIRs library of reusable components for.. ❗Unlicensed

Update: 2025.09.04

📈 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.

• scipy (🥇51 · ⭐ 14K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• PySpark (🥇45 · ⭐ 42K · 📈) - Apache Spark Python API. Apache-2
• litellm (🥇45 · ⭐ 28K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• Milvus (🥇43 · ⭐ 37K · 📈) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
• Annoy (🥈35 · ⭐ 14K · 💀) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
• DEAP (🥈34 · ⭐ 6.2K · 📈) - Distributed Evolutionary Algorithms in Python. ❗️LGPL-3.0
• StatsForecast (🥇34 · ⭐ 4.5K · 📈) - Lightning fast forecasting with statistical and.. Apache-2
• tsfresh (🥈32 · ⭐ 8.9K · 📈) - Automatic extraction of relevant features from time series:. MIT
• ridgeplot (🥉25 · ⭐ 240 · 📈) - Beautiful ridgeline plots in Python. MIT
• UForm (🥉22 · ⭐ 1.2K · 📈) - Pocket-Sized Multimodal AI for content understanding and.. 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.

• deepface (🥇39 · ⭐ 20K · 📉) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
• dask.distributed (🥇38 · ⭐ 1.6K · 📉) - A distributed task scheduler for Dask. BSD-3
• Albumentations (🥈37 · ⭐ 15K · 📉) - Fast and flexible image augmentation library. Paper.. MIT
• flair (🥇37 · ⭐ 14K · 📉) - A very simple framework for state-of-the-art Natural Language.. MIT
• Graphviz (🥈36 · ⭐ 1.7K · 📉) - Simple Python interface for Graphviz. MIT
• ipyleaflet (🥉33 · ⭐ 1.5K · 📉) - A Jupyter - Leaflet.js bridge. MIT
• category_encoders (🥈31 · ⭐ 2.5K · 📉) - A library of sklearn compatible categorical variable.. BSD-3
• explainerdashboard (🥈29 · ⭐ 2.4K · 📉) - Quickly build Explainable AI dashboards that show the.. MIT
• gokart (🥉23 · ⭐ 330 · 📉) - Gokart solves reproducibility, task dependencies, constraints of good.. MIT
• Orbit (🥉21 · ⭐ 2K · 📉) - A Python package for Bayesian forecasting with object-oriented.. Apache-2

Update: 2025.08.28

📈 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.

• Streamlit (🥇47 · ⭐ 41K · 📈) - Streamlit A faster way to build and share data apps. Apache-2
• Gradio (🥇45 · ⭐ 40K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• triton (🥇44 · ⭐ 17K · 📈) - Development repository for the Triton language and compiler. MIT
• opencv-python (🥇38 · ⭐ 5K · 📈) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• torchaudio (🥇37 · ⭐ 2.7K · 📈) - Data manipulation and transformation for audio signal.. BSD-2
• evaluate (🥇35 · ⭐ 2.3K · 📈) - Evaluate: A library for easily evaluating machine learning.. Apache-2
• TensorFlow Text (🥈35 · ⭐ 1.3K · 📈) - Making text a first-class citizen in TensorFlow. Apache-2
• modAL (🥈30 · ⭐ 2.3K · 💀) - A modular active learning framework for Python. MIT
• imodels (🥈28 · ⭐ 1.5K · 📈) - Interpretable ML package for concise, transparent, and accurate.. MIT
• quinn (🥉24 · ⭐ 670 · 💤) - pyspark methods to enhance developer productivity. Apache-2

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• PyTorch Sparse (🥈24 · ⭐ 1.1K · 📉) - PyTorch Extension Library of Optimized Autograd Sparse.. MIT
• TextBox (🥉14 · ⭐ 1.1K · 💀) - TextBox 2.0 is a text generation library with pre-trained language.. MIT