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Releases: lukasmasuch/best-of-ml-python

Update: 2025.10.30

04 Nov 05:45

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  • dask (πŸ₯‡45 Β· ⭐ 14K Β· πŸ“ˆ) - Parallel computing with task scheduling. BSD-3
  • spaCy (πŸ₯‡43 Β· ⭐ 33K Β· πŸ“ˆ) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
  • Faiss (πŸ₯‡42 Β· ⭐ 38K Β· πŸ“ˆ) - A library for efficient similarity search and clustering of dense vectors. MIT
  • scikit-image (πŸ₯‡41 Β· ⭐ 6.4K Β· πŸ“ˆ) - Image processing in Python. ❗Unlicensed
  • DeepSpeech (πŸ₯ˆ33 Β· ⭐ 27K Β· πŸ“ˆ) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • audioread (πŸ₯ˆ33 Β· ⭐ 520 Β· πŸ“ˆ) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio.. MIT
  • datalad (πŸ₯ˆ30 Β· ⭐ 620 Β· πŸ“ˆ) - Keep code, data, containers under control with git and git-.. ❗Unlicensed
  • Dedupe (πŸ₯ˆ29 Β· ⭐ 4.4K Β· πŸ“ˆ) - A python library for accurate and scalable fuzzy matching, record.. MIT
  • openTSNE (πŸ₯‰29 Β· ⭐ 1.6K Β· πŸ“ˆ) - Extensible, parallel implementations of t-SNE. BSD-3
  • kapre (πŸ₯‰25 Β· ⭐ 930 Β· πŸ“ˆ) - kapre: Keras Audio Preprocessors. MIT

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  • litellm (πŸ₯‡45 Β· ⭐ 30K Β· πŸ“‰) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
  • deepface (πŸ₯ˆ38 Β· ⭐ 21K Β· πŸ“‰) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
  • DeepChem (πŸ₯ˆ34 Β· ⭐ 6.3K Β· πŸ“‰) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT
  • VisPy (πŸ₯ˆ34 Β· ⭐ 3.5K Β· πŸ“‰) - High-performance interactive 2D/3D data visualization library. BSD-3
  • anomalib (πŸ₯ˆ31 Β· ⭐ 5.1K Β· πŸ“‰) - An anomaly detection library comprising state-of-the-art.. Apache-2
  • Haiku (πŸ₯‰31 Β· ⭐ 3.1K Β· πŸ“‰) - JAX-based neural network library. Apache-2
  • mpld3 (πŸ₯‰31 Β· ⭐ 2.4K Β· πŸ“‰) - An interactive data visualization tool which brings matplotlib.. BSD-3
  • CLTK (πŸ₯ˆ31 Β· ⭐ 870 Β· πŸ“‰) - The Classical Language Toolkit. MIT
  • Sentinelsat (πŸ₯‰24 Β· ⭐ 1K Β· πŸ’€) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
  • TorchUncertainty (πŸ₯‰20 Β· ⭐ 440 Β· πŸ“‰) - Open-source framework for uncertainty and deep.. Apache-2

Update: 2025.10.23

23 Oct 23:29

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  • PaddleOCR (πŸ₯‡44 Β· ⭐ 61K Β· πŸ“ˆ) - Turn any PDF or image document into structured data for.. Apache-2
  • Milvus (πŸ₯‡43 Β· ⭐ 38K Β· πŸ“ˆ) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
  • imageio (πŸ₯‡39 Β· ⭐ 1.7K Β· πŸ“ˆ) - Python library for reading and writing image data. BSD-2
  • Opik (πŸ₯‡37 Β· ⭐ 15K Β· πŸ“ˆ) - Debug, evaluate, and monitor your LLM applications, RAG systems, and.. Apache-2
  • fairlearn (πŸ₯ˆ30 Β· ⭐ 2.1K Β· πŸ“ˆ) - A Python package to assess and improve fairness of machine.. MIT
  • snownlp (πŸ₯‰27 Β· ⭐ 6.6K Β· πŸ’€) - Python library for processing Chinese text. MIT
  • python_speech_features (πŸ₯‰26 Β· ⭐ 2.4K Β· πŸ’€) - This library provides common speech features for ASR.. MIT
  • Runhouse (πŸ₯‰21 Β· ⭐ 1.1K Β· πŸ“ˆ) - Distribute and run AI workloads magically in Python, like.. Apache-2
  • miceforest (πŸ₯ˆ21 Β· ⭐ 390 Β· πŸ“ˆ) - Multiple Imputation with LightGBM in Python. MIT
  • Sherpa (πŸ₯‰19 Β· ⭐ 340 Β· πŸ’€) - Hyperparameter optimization that enables researchers to.. ❗️GPL-3.0

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  • Faiss (πŸ₯‡41 Β· ⭐ 38K Β· πŸ“‰) - A library for efficient similarity search and clustering of dense vectors. MIT
  • haystack (πŸ₯‡37 Β· ⭐ 23K Β· πŸ“‰) - AI orchestration framework to build customizable, production-.. Apache-2
  • PyOD (πŸ₯ˆ35 Β· ⭐ 9.5K Β· πŸ“‰) - A Python Library for Outlier and Anomaly Detection, Integrating.. BSD-2
  • AutoGluon (πŸ₯‡35 Β· ⭐ 9.5K Β· πŸ“‰) - Fast and Accurate ML in 3 Lines of Code. Apache-2
  • tensorflow-probability (πŸ₯‡35 Β· ⭐ 4.4K Β· πŸ“‰) - Probabilistic reasoning and statistical analysis in.. Apache-2
  • ivy (πŸ₯ˆ34 Β· ⭐ 14K Β· πŸ“‰) - Convert Machine Learning Code Between Frameworks. Apache-2
  • ViZDoom (πŸ₯‡29 Β· ⭐ 1.9K Β· πŸ“‰) - Reinforcement Learning environments based on the 1993 game Doom. MIT
  • GluonCV (πŸ₯‰27 Β· ⭐ 5.9K Β· πŸ’€) - Gluon CV Toolkit. Apache-2
  • pytorch_geometric_temporal (πŸ₯ˆ27 Β· ⭐ 2.9K Β· πŸ“‰) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
  • fairness-indicators (πŸ₯‰19 Β· ⭐ 360 Β· πŸ“‰) - Tensorflows Fairness Evaluation and Visualization.. Apache-2

Update: 2025.10.16

18 Oct 01:18

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  • Pillow (πŸ₯‡49 Β· ⭐ 13K Β· πŸ“ˆ) - Python Imaging Library (Fork). ❗️PIL
  • mlflow (πŸ₯‡47 Β· ⭐ 23K Β· πŸ“ˆ) - The open source developer platform to build AI/LLM applications.. Apache-2
  • litellm (πŸ₯‡46 Β· ⭐ 30K Β· πŸ“ˆ) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
  • LightGBM (πŸ₯ˆ42 Β· ⭐ 18K Β· πŸ“ˆ) - A fast, distributed, high performance gradient boosting (GBT, GBDT,.. MIT
  • gensim (πŸ₯‡42 Β· ⭐ 16K Β· πŸ“ˆ) - Topic Modelling for Humans. ❗️LGPL-2.1
  • ArcGIS API (πŸ₯ˆ36 Β· ⭐ 2.1K Β· πŸ“ˆ) - Documentation and samples for ArcGIS API for Python. Apache-2
  • GPyTorch (πŸ₯‡34 Β· ⭐ 3.8K Β· πŸ“ˆ) - A highly efficient implementation of Gaussian Processes in.. MIT
  • SALib (πŸ₯ˆ31 Β· ⭐ 950 Β· πŸ“ˆ) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST,.. MIT
  • metricflow (πŸ₯ˆ30 Β· ⭐ 1.3K Β· πŸ“ˆ) - MetricFlow allows you to define, build, and maintain metrics.. Apache-2
  • DALEX (πŸ₯ˆ27 Β· ⭐ 1.4K Β· πŸ“ˆ) - moDel Agnostic Language for Exploration and eXplanation. ❗️GPL-3.0

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  • Ray (πŸ₯‡48 Β· ⭐ 39K Β· πŸ“‰) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
  • PySpark (πŸ₯ˆ44 Β· ⭐ 42K Β· πŸ“‰) - Apache Spark Python API. Apache-2
  • Milvus (πŸ₯‡42 Β· ⭐ 38K Β· πŸ“‰) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
  • datalad (πŸ₯ˆ29 Β· ⭐ 610 Β· πŸ“‰) - Keep code, data, containers under control with git and git-.. ❗Unlicensed
  • EvaDB (πŸ₯‰24 Β· ⭐ 2.7K Β· πŸ’€) - Database system for AI-powered apps. Apache-2
  • snownlp (πŸ₯‰23 Β· ⭐ 6.6K Β· πŸ’€) - Python library for processing Chinese text. MIT
  • DeepSpeech (πŸ₯‰21 Β· ⭐ 27K Β· πŸ“‰) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • python_speech_features (πŸ₯‰21 Β· ⭐ 2.4K Β· πŸ’€) - This library provides common speech features for ASR.. MIT
  • Sherpa (πŸ₯‰17 Β· ⭐ 340 Β· πŸ’€) - Hyperparameter optimization that enables researchers to.. ❗️GPL-3.0
  • rliable (πŸ₯‰11 Β· ⭐ 850 Β· πŸ’€) - [NeurIPS21 Outstanding Paper] Library for reliable evaluation on.. Apache-2

Update: 2025.10.09

09 Oct 18:58

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  • PaddlePaddle (πŸ₯‡46 Β· ⭐ 23K Β· πŸ“ˆ) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
  • PySpark (πŸ₯‡45 Β· ⭐ 42K Β· πŸ“ˆ) - Apache Spark Python API. Apache-2
  • Fastai (πŸ₯ˆ41 Β· ⭐ 27K Β· πŸ“ˆ) - The fastai deep learning library. Apache-2
  • PyFlink (πŸ₯ˆ38 Β· ⭐ 25K Β· πŸ“ˆ) - Apache Flink Python API. Apache-2
  • MXNet (πŸ₯ˆ38 Β· ⭐ 21K Β· πŸ’€) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
  • TextBlob (πŸ₯‡37 Β· ⭐ 9.4K Β· πŸ“ˆ) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
  • stanza (πŸ₯ˆ36 Β· ⭐ 7.6K Β· πŸ“ˆ) - Stanford NLP Python library for tokenization, sentence.. Apache-2
  • TFlearn (πŸ₯ˆ32 Β· ⭐ 9.6K Β· πŸ’€) - Deep learning library featuring a higher-level API for TensorFlow. MIT
  • flashtext (πŸ₯‰26 Β· ⭐ 5.7K Β· πŸ’€) - Extract Keywords from sentence or Replace keywords in sentences. MIT
  • ktrain (πŸ₯‰26 Β· ⭐ 1.3K Β· πŸ’€) - ktrain is a Python library that makes deep learning and AI.. Apache-2

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  • NeMo (πŸ₯‡38 Β· ⭐ 16K Β· πŸ“‰) - A scalable generative AI framework built for researchers and.. Apache-2
  • PyVista (πŸ₯ˆ38 Β· ⭐ 3.3K Β· πŸ“‰) - 3D plotting and mesh analysis through a streamlined interface.. MIT
  • ivy (πŸ₯ˆ35 Β· ⭐ 14K Β· πŸ“‰) - Convert Machine Learning Code Between Frameworks. Apache-2
  • pandas-profiling (πŸ₯ˆ35 Β· ⭐ 13K Β· πŸ“‰) - 1 Line of code data quality profiling & exploratory.. MIT
  • evaluate (πŸ₯‡34 Β· ⭐ 2.3K Β· πŸ“‰) - Evaluate: A library for easily evaluating machine learning.. Apache-2
  • ArcGIS API (πŸ₯ˆ34 Β· ⭐ 2.1K Β· πŸ“‰) - Documentation and samples for ArcGIS API for Python. Apache-2
  • detectron2 (πŸ₯ˆ33 Β· ⭐ 33K Β· πŸ“‰) - Detectron2 is a platform for object detection,.. Apache-2
  • Perspective (πŸ₯ˆ33 Β· ⭐ 9.5K Β· πŸ“‰) - A data visualization and analytics component,.. Apache-2
  • Captum (πŸ₯‡33 Β· ⭐ 5.4K Β· πŸ“‰) - Model interpretability and understanding for PyTorch. BSD-3
  • effector (πŸ₯‰14 Β· ⭐ 120 Β· πŸ“‰) - Effector - a Python package for global and regional effect methods. MIT

Update: 2025.10.02

02 Oct 16:56

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  • networkx (πŸ₯‡46 Β· ⭐ 16K Β· πŸ“ˆ) - Network Analysis in Python. BSD-3
  • nltk (πŸ₯‡46 Β· ⭐ 14K Β· πŸ“ˆ) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
  • gensim (πŸ₯‡41 Β· ⭐ 16K Β· πŸ“ˆ) - Topic Modelling for Humans. ❗️LGPL-2.1
  • snowballstemmer (πŸ₯ˆ34 Β· ⭐ 810 Β· πŸ“ˆ) - Snowball compiler and stemming algorithms. BSD-3
  • DeepSpeech (πŸ₯ˆ33 Β· ⭐ 27K Β· πŸ“ˆ) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • CLTK (πŸ₯ˆ32 Β· ⭐ 870 Β· πŸ“ˆ) - The Classical Language Toolkit. MIT
  • SciSpacy (πŸ₯ˆ31 Β· ⭐ 1.9K Β· πŸ“ˆ) - A full spaCy pipeline and models for scientific/biomedical.. Apache-2
  • Geomstats (πŸ₯‰30 Β· ⭐ 1.4K Β· πŸ“ˆ) - Computations and statistics on manifolds with geometric structures. MIT
  • pandas-ai (πŸ₯‰25 Β· ⭐ 22K Β· πŸ“ˆ) - Chat with your database or your datalake (SQL, CSV,.. ❗Unlicensed
  • apricot (πŸ₯‰22 Β· ⭐ 520 Β· πŸ“ˆ) - apricot implements submodular optimization for the purpose of.. MIT

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  • Keras (πŸ₯‡48 Β· ⭐ 63K Β· πŸ“‰) - Deep Learning for humans. Apache-2
  • PySpark (πŸ₯ˆ42 Β· ⭐ 42K Β· πŸ“‰) - Apache Spark Python API. Apache-2
  • PaddlePaddle (πŸ₯ˆ41 Β· ⭐ 23K Β· πŸ“‰) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
  • Fastai (πŸ₯ˆ35 Β· ⭐ 27K Β· πŸ“‰) - The fastai deep learning library. Apache-2
  • MXNet (πŸ₯ˆ34 Β· ⭐ 21K Β· πŸ’€) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
  • TextBlob (πŸ₯ˆ34 Β· ⭐ 9.4K Β· πŸ“‰) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
  • PyFlink (πŸ₯ˆ33 Β· ⭐ 25K Β· πŸ“‰) - Apache Flink Python API. Apache-2
  • TFlearn (πŸ₯‰28 Β· ⭐ 9.6K Β· πŸ’€) - Deep learning library featuring a higher-level API for TensorFlow. MIT
  • ktrain (πŸ₯‰23 Β· ⭐ 1.3K Β· πŸ’€) - ktrain is a Python library that makes deep learning and AI.. Apache-2
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  • deepinv (πŸ₯‰26 Β· ⭐ 520 Β· βž•) - DeepInverse: a PyTorch library for solving imaging inverse problems.. BSD-3

Update: 2025.09.25

25 Sep 20:48

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  • Ray (πŸ₯‡48 Β· ⭐ 39K Β· πŸ“ˆ) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
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  • pydeck (πŸ₯‡43 Β· ⭐ 13K Β· πŸ“ˆ) - WebGL2 powered visualization framework. MIT
  • Shapely (πŸ₯‡40 Β· ⭐ 4.3K Β· πŸ“ˆ) - Manipulation and analysis of geometric objects. BSD-3
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  • Graphviz (πŸ₯ˆ37 Β· ⭐ 1.8K Β· πŸ“ˆ) - Simple Python interface for Graphviz. MIT
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  • yfinance (πŸ₯‡42 Β· ⭐ 19K Β· πŸ“‰) - Download market data from Yahoo! Finances API. Apache-2
  • Tensorboard (πŸ₯‡42 Β· ⭐ 7K Β· πŸ“‰) - TensorFlows Visualization Toolkit. Apache-2
  • torchvision (πŸ₯‡41 Β· ⭐ 17K Β· πŸ“‰) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • sktime (πŸ₯‡40 Β· ⭐ 9.3K Β· πŸ“‰) - A unified framework for machine learning with time series. BSD-3
  • PyMC3 (πŸ₯‡40 Β· ⭐ 9.3K Β· πŸ“‰) - Bayesian Modeling and Probabilistic Programming in Python. Apache-2
  • VisPy (πŸ₯ˆ34 Β· ⭐ 3.5K Β· πŸ“‰) - High-performance interactive 2D/3D data visualization library. BSD-3
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  • apricot (πŸ₯‰20 Β· ⭐ 520 Β· πŸ“‰) - apricot implements submodular optimization for the purpose of.. MIT

Update: 2025.09.18

18 Sep 17:27

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  • yfinance (πŸ₯‡43 Β· ⭐ 19K Β· πŸ“ˆ) - Download market data from Yahoo! Finances API. Apache-2
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  • TextBlob (πŸ₯‡37 Β· ⭐ 9.4K Β· πŸ“ˆ) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
  • imageio (πŸ₯ˆ37 Β· ⭐ 1.6K Β· πŸ“ˆ) - Python library for reading and writing image data. BSD-2
  • ArcGIS API (πŸ₯ˆ36 Β· ⭐ 2.1K Β· πŸ“ˆ) - Documentation and samples for ArcGIS API for Python. Apache-2
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  • folium (πŸ₯‡40 Β· ⭐ 7.2K Β· πŸ“‰) - Python Data. Leaflet.js Maps. MIT
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  • HoloViews (πŸ₯ˆ38 Β· ⭐ 2.8K Β· πŸ“‰) - With Holoviews, your data visualizes itself. BSD-3
  • ivy (πŸ₯ˆ36 Β· ⭐ 14K Β· πŸ“‰) - Convert Machine Learning Code Between Frameworks. Apache-2
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Update: 2025.09.11

11 Sep 17:31

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Update: 2025.09.04

04 Sep 16:12

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Update: 2025.08.28

28 Aug 15:54

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