github ml-tooling/best-of-ml-python 2025.03.27
Update: 2025.03.27

5 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.

  • Plotly (🥇46 · ⭐ 17K · 📈) - The interactive graphing library for Python. MIT
  • OpenAI Gym (🥇41 · ⭐ 36K · 💀) - A toolkit for developing and comparing reinforcement learning.. MIT
  • audiomentations (🥈31 · ⭐ 2K · 📈) - A Python library for audio data augmentation. Useful for.. MIT
  • geojson (🥉31 · ⭐ 950 · 📈) - Python bindings and utilities for GeoJSON. BSD-3
  • causalml (🥈30 · ⭐ 5.3K · 📈) - Uplift modeling and causal inference with machine learning.. Apache-2
  • eli5 (🥈28 · ⭐ 2.8K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
  • pytorch_geometric_temporal (🥈28 · ⭐ 2.8K · 📈) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
  • SMAC3 (🥈28 · ⭐ 1.1K · 📈) - SMAC3: A Versatile Bayesian Optimization Package for.. ❗️BSD-1-Clause
  • SHOGUN (🥉27 · ⭐ 3K · 💀) - Unified and efficient Machine Learning. BSD-3
  • ipyexperiments (🥉16 · ⭐ 220 · 💀) - Automatic GPU+CPU memory profiling, re-use and memory.. 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.

  • dash (🥇43 · ⭐ 22K · 📉) - Data Apps & Dashboards for Python. No JavaScript Required. MIT
  • Optuna (🥇42 · ⭐ 12K · 📉) - A hyperparameter optimization framework. MIT
  • PyOD (🥈35 · ⭐ 9K · 📉) - A Python Library for Outlier and Anomaly Detection, Integrating Classical.. BSD-2
  • Recommenders (🥇33 · ⭐ 20K · 📉) - Best Practices on Recommendation Systems. MIT
  • tensorboardX (🥈33 · ⭐ 7.9K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
  • patsy (🥇33 · ⭐ 960 · 📉) - Describing statistical models in Python using symbolic formulas. BSD-2
  • Hail (🥈31 · ⭐ 1K · 📉) - Cloud-native genomic dataframes and batch computing. MIT
  • pytorch_tabular (🥈23 · ⭐ 1.5K · 📉) - A standard framework for modelling Deep Learning.. MIT
  • Orion (🥉22 · ⭐ 290 · 💀) - Asynchronous Distributed Hyperparameter Optimization. BSD-3
  • TimeSide (🥉19 · ⭐ 380 · 📉) - scalable audio processing framework and server written in.. ❗️AGPL-3.0

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