github ml-tooling/best-of-ml-python 2025.03.06
Update: 2025.03.06

3 days ago

📈 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.

  • shap (🥇42 · ⭐ 23K · 📈) - A game theoretic approach to explain the output of any machine learning.. MIT
  • accelerate (🥇42 · ⭐ 8.4K · 📈) - A simple way to launch, train, and use PyTorch models.. Apache-2
  • Fastai (🥈40 · ⭐ 27K · 📈) - The fastai deep learning library. Apache-2
  • dlib (🥈40 · ⭐ 14K · 📈) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
  • CuPy (🥇39 · ⭐ 10K · 📈) - NumPy & SciPy for GPU. MIT
  • PyOD (🥇38 · ⭐ 8.9K · 📈) - A Python Library for Outlier and Anomaly Detection, Integrating.. BSD-2
  • imageio (🥈38 · ⭐ 1.6K · 📈) - Python library for reading and writing image data. BSD-2
  • cartopy (🥈35 · ⭐ 1.5K · 📈) - Cartopy - a cartographic python library with matplotlib support. BSD-3
  • quinn (🥉27 · ⭐ 670 · 📈) - pyspark methods to enhance developer productivity. Apache-2
  • prettymaps (🥉26 · ⭐ 12K · 📈) - Draw pretty maps from OpenStreetMap data! Built with osmnx.. ❗️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.

  • SymPy (🥇48 · ⭐ 13K · 📉) - A computer algebra system written in pure Python. BSD-3
  • Keras (🥇47 · ⭐ 63K · 📉) - Deep Learning for humans. Apache-2
  • PaddlePaddle (🥈44 · ⭐ 23K · 📉) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
  • pandas-profiling (🥈34 · ⭐ 13K · 📉) - 1 Line of code data quality profiling & exploratory.. MIT
  • pingouin (🥉28 · ⭐ 1.7K · 📉) - Statistical package in Python based on Pandas. ❗️GPL-3.0
  • scikit-posthocs (🥉24 · ⭐ 360 · 📉) - Multiple Pairwise Comparisons (Post Hoc) Tests in.. MIT
  • Image Deduplicator (🥉23 · ⭐ 5.3K · 📉) - Finding duplicate images made easy!. Apache-2
  • DeepVariant (🥉23 · ⭐ 3.3K · 📉) - DeepVariant is an analysis pipeline that uses a deep.. BSD-3
  • kubric (🥉22 · ⭐ 2.4K · 📉) - A data generation pipeline for creating semi-realistic synthetic.. Apache-2
  • vega (🥉21 · ⭐ 380 · 📉) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3

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