github ml-tooling/best-of-ml-python 2025.02.27
Update: 2025.02.27

12 hours ago

πŸ“ˆ 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.

  • deepface (πŸ₯‡40 Β· ⭐ 18K Β· πŸ“ˆ) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
  • dlib (πŸ₯ˆ39 Β· ⭐ 14K Β· πŸ“ˆ) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
  • FiftyOne (πŸ₯ˆ39 Β· ⭐ 9.2K Β· πŸ“ˆ) - Visualize, create, and debug image and video datasets.. Apache-2
  • PyQtGraph (πŸ₯ˆ37 Β· ⭐ 4K Β· πŸ“ˆ) - Fast data visualization and GUI tools for scientific / engineering.. MIT
  • Metaflow (πŸ₯ˆ36 Β· ⭐ 8.6K Β· πŸ“ˆ) - Build, Deploy and Manage AI/ML Systems. Apache-2
  • avalanche (πŸ₯ˆ29 Β· ⭐ 1.8K Β· πŸ“ˆ) - Avalanche: an End-to-End Library for Continual Learning based on.. MIT
  • RecBole (πŸ₯ˆ27 Β· ⭐ 3.6K Β· πŸ“ˆ) - A unified, comprehensive and efficient recommendation library. MIT
  • minisom (πŸ₯‰27 Β· ⭐ 1.5K Β· πŸ“ˆ) - MiniSom is a minimalistic implementation of the Self.. ❗️CC-BY-3.0
  • Explainability 360 (πŸ₯ˆ26 Β· ⭐ 1.7K Β· πŸ“ˆ) - Interpretability and explainability of data and.. Apache-2
  • modelkit (πŸ₯‰19 Β· ⭐ 150 Β· πŸ’€) - Toolkit for developing and maintaining ML models. MIT

πŸ“‰ 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.

  • Plotly (πŸ₯‡45 Β· ⭐ 17K Β· πŸ“‰) - The interactive graphing library for Python. MIT
  • flair (πŸ₯‡40 Β· ⭐ 14K Β· πŸ“‰) - A very simple framework for state-of-the-art Natural Language.. MIT
  • glfw (πŸ₯ˆ36 Β· ⭐ 14K Β· πŸ“‰) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
  • cartopy (πŸ₯ˆ34 Β· ⭐ 1.5K Β· πŸ“‰) - Cartopy - a cartographic python library with matplotlib support. BSD-3
  • nevergrad (πŸ₯ˆ32 Β· ⭐ 4K Β· πŸ“‰) - A Python toolbox for performing gradient-free optimization. MIT
  • torchtext (πŸ₯ˆ32 Β· ⭐ 3.5K Β· πŸ“‰) - Models, data loaders and abstractions for language.. BSD-3
  • Pythran (πŸ₯ˆ32 Β· ⭐ 2K Β· πŸ“‰) - Ahead of Time compiler for numeric kernels. BSD-3
  • BigDL (πŸ₯ˆ31 Β· ⭐ 7.3K Β· πŸ“‰) - Accelerate local LLM inference and finetuning (LLaMA, Mistral,.. Apache-2
  • River (πŸ₯ˆ31 Β· ⭐ 5.2K Β· πŸ“‰) - Online machine learning in Python. BSD-3
  • dask-ml (πŸ₯ˆ29 Β· ⭐ 920 Β· πŸ“‰) - Scalable Machine Learning with Dask. BSD-3

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