github ml-tooling/best-of-ml-python 2022.06.16
Update: 2022.06.16

latest releases: 2024.09.19, 2024.09.12, 2024.09.05...
2 years 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.

  • Tensorflow (πŸ₯‡55 Β· ⭐ 170K Β· πŸ“ˆ) - An Open Source Machine Learning Framework for Everyone. Apache-2
  • nltk (πŸ₯‡44 Β· ⭐ 11K Β· πŸ“ˆ) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
  • shap (πŸ₯‡42 Β· ⭐ 17K Β· πŸ“ˆ) - A game theoretic approach to explain the output of any machine learning.. MIT
  • Albumentations (πŸ₯ˆ35 Β· ⭐ 10K Β· πŸ“ˆ) - Fast image augmentation library and an easy-to-use.. MIT
  • DeepSpeech (πŸ₯‡34 Β· ⭐ 20K Β· πŸ’€) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • NiBabel (πŸ₯ˆ34 Β· ⭐ 480 Β· πŸ“ˆ) - Python package to access a cacophony of neuro-imaging file formats. MIT
  • spleeter (πŸ₯ˆ29 Β· ⭐ 20K Β· πŸ“ˆ) - Deezer source separation library including pretrained models. MIT
  • SMAC3 (πŸ₯ˆ28 Β· ⭐ 700 Β· πŸ“ˆ) - Sequential Model-based Algorithm Configuration. ❗️BSD-1-Clause
  • avalanche (πŸ₯‰27 Β· ⭐ 960 Β· πŸ“ˆ) - Avalanche: an End-to-End Library for Continual Learning based on.. MIT
  • Labml (πŸ₯‰26 Β· ⭐ 1.1K Β· πŸ“ˆ) - Monitor deep learning model training and hardware usage from your mobile.. 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.

  • Rasa (πŸ₯‡38 Β· ⭐ 14K Β· πŸ“‰) - Open source machine learning framework to automate text- and.. Apache-2
  • luigi (πŸ₯ˆ36 Β· ⭐ 16K Β· πŸ“‰) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2
  • dbt (πŸ₯ˆ35 Β· ⭐ 5K Β· πŸ“‰) - dbt enables data analysts and engineers to transform their data using.. Apache-2
  • Recommenders (πŸ₯‡34 Β· ⭐ 13K Β· πŸ“‰) - Best Practices on Recommendation Systems. MIT
  • ART (πŸ₯‡32 Β· ⭐ 3K Β· πŸ“‰) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning.. MIT
  • Lifelines (πŸ₯ˆ32 Β· ⭐ 1.9K Β· πŸ“‰) - Survival analysis in Python. MIT
  • PaddleHub (πŸ₯ˆ31 Β· ⭐ 8.1K Β· πŸ“‰) - Awesome pre-trained models toolkit based on.. Apache-2
  • Wand (πŸ₯ˆ31 Β· ⭐ 1.2K Β· πŸ“‰) - The ctypes-based simple ImageMagick binding for Python. MIT
  • ipyparallel (πŸ₯ˆ30 Β· ⭐ 2.2K Β· πŸ“‰) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
  • PFRL (πŸ₯‰20 Β· ⭐ 860 Β· πŸ“‰) - PFRL: a PyTorch-based deep reinforcement learning library. MIT

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