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Update: 2025.03.13

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@github-actions github-actions released this 13 Mar 18:39
· 0 commits to 51fd67ae266352775598caca879c0345ee6272c9 since this release
2025.03.13
829e4af

📈 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
  • PaddleOCR (🥇42 · ⭐ 47K · 📈) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
  • Fastai (🥈41 · ⭐ 27K · 📈) - The fastai deep learning library. Apache-2
  • Shapely (🥇41 · ⭐ 4K · 📈) - Manipulation and analysis of geometric objects. BSD-3
  • librosa (🥈35 · ⭐ 7.4K · 📈) - Python library for audio and music analysis. ISC
  • skforecast (🥈32 · ⭐ 1.3K · 📈) - Time series forecasting with machine learning models. BSD-3
  • pingouin (🥈30 · ⭐ 1.7K · 📈) - Statistical package in Python based on Pandas. ❗️GPL-3.0
  • ViZDoom (🥇29 · ⭐ 1.8K · 📈) - Reinforcement Learning environments based on the 1993 game Doom. MIT
  • scikit-posthocs (🥉26 · ⭐ 360 · 📈) - Multiple Pairwise Comparisons (Post Hoc) Tests in.. MIT
  • finmarketpy (🥉25 · ⭐ 3.5K · 📈) - Python library for backtesting trading strategies &.. 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.

  • spaCy (🥇43 · ⭐ 31K · 📉) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
  • pytorch-lightning (🥈42 · ⭐ 29K · 📉) - Pretrain, finetune ANY AI model of ANY size on.. Apache-2
  • LightGBM (🥈42 · ⭐ 17K · 📉) - A fast, distributed, high performance gradient boosting (GBT, GBDT,.. MIT
  • MXNet (🥈35 · ⭐ 21K · 💀) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
  • CuPy (🥉27 · ⭐ 10K · 📉) - NumPy & SciPy for GPU. MIT
  • CellProfiler (🥉27 · ⭐ 970 · 📉) - An open-source application for biological image analysis. BSD-3
  • GPyOpt (🥉23 · ⭐ 940 · 💀) - Gaussian Process Optimization using GPy. BSD-3
  • DeepSpeech (🥉21 · ⭐ 26K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • impyute (🥉19 · ⭐ 360 · 💀) - Data imputations library to preprocess datasets with missing data. MIT
  • Auto Tune Models (🥉17 · ⭐ 530 · 💀) - Auto Tune Models - A multi-tenant, multi-data system for.. MIT

➕ Added Projects

Projects that were recently added to this best-of list.

  • effector (🥉17 · ⭐ 72 · ➕) - Effector - a Python package for global and regional effect methods. MIT
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