lukasmasuch/best-of-ml-python 2025.09.11

Update: 2025.09.11

on GitHub

📈 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.

• pytorch-lightning (🥇45 · ⭐ 30K · 📈) - Pretrain, finetune ANY AI model of ANY size on.. Apache-2
• triton (🥇45 · ⭐ 17K · 📈) - Development repository for the Triton language and compiler. MIT
• folium (🥇41 · ⭐ 7.2K · 📈) - Python Data. Leaflet.js Maps. MIT
• MNE (🥇38 · ⭐ 3K · 📈) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
• Rasterio (🥈37 · ⭐ 2.4K · 📈) - Rasterio reads and writes geospatial raster datasets. BSD-3
• tensorboardX (🥈35 · ⭐ 8K · 📈) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
• River (🥈32 · ⭐ 5.5K · 📈) - Online machine learning in Python. BSD-3
• DeepVariant (🥉27 · ⭐ 3.5K · 📈) - DeepVariant is an analysis pipeline that uses a deep.. BSD-3
• findspark (🥉26 · ⭐ 520 · 📈) - Find pyspark to make it importable. BSD-3
• celer (🥉22 · ⭐ 230 · 📈) - Fast solver for L1-type problems: Lasso, sparse Logisitic.. BSD-3

📉 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.

• litellm (🥇44 · ⭐ 29K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• sentence-transformers (🥇43 · ⭐ 18K · 📉) - State-of-the-Art Text Embeddings. Apache-2
• gensim (🥇39 · ⭐ 16K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1
• Albumentations (🥈36 · ⭐ 15K · 📉) - Fast and flexible image augmentation library. Paper.. MIT
• ART (🥇34 · ⭐ 5.5K · 📉) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning.. MIT
• Prophet (🥇33 · ⭐ 20K · 📉) - Tool for producing high quality forecasts for time series data that.. MIT
• Captum (🥇33 · ⭐ 5.4K · 📉) - Model interpretability and understanding for PyTorch. BSD-3
• tslearn (🥇33 · ⭐ 3K · 📉) - The machine learning toolkit for time series analysis in Python. BSD-2
• Pythran (🥈33 · ⭐ 2.1K · 📉) - Ahead of Time compiler for numeric kernels. BSD-3
• PyTorch3D (🥈32 · ⭐ 9.5K · 📉) - PyTorch3D is FAIRs library of reusable components for.. ❗Unlicensed