lukasmasuch/best-of-ml-python 2025.08.21

Update: 2025.08.21

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 (🥇54 · ⭐ 93K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• Milvus (🥇42 · ⭐ 37K · 📈) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
• litellm (🥇40 · ⭐ 28K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• PyVista (🥈37 · ⭐ 3.3K · 📈) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• ColossalAI (🥈33 · ⭐ 41K · 📈) - Making large AI models cheaper, faster and more accessible. Apache-2
• librosa (🥈32 · ⭐ 7.8K · 📈) - Python library for audio and music analysis. ISC
• NiBabel (🥈30 · ⭐ 720 · 📈) - Python package to access a cacophony of neuro-imaging file formats. MIT
• PML (🥇29 · ⭐ 6.2K · 📈) - The easiest way to use deep metric learning in your application... MIT
• english-words (🥈24 · ⭐ 12K · 💤) - A text file containing 479k English words for all your.. Unlicense
• TSFEL (🥉22 · ⭐ 1K · 📈) - An intuitive library to extract features from time series. 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.

• PaddleOCR (🥇41 · ⭐ 53K · 📉) - Awesome multilingual OCR and Document Parsing toolkits.. Apache-2
• PySpark (🥈41 · ⭐ 42K · 📉) - Apache Spark Python API. Apache-2
• spaCy (🥇41 · ⭐ 32K · 📉) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• Catboost (🥈39 · ⭐ 8.5K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• folium (🥇39 · ⭐ 7.2K · 📉) - Python Data. Leaflet.js Maps. MIT
• yfinance (🥇38 · ⭐ 19K · 📉) - Download market data from Yahoo! Finances API. Apache-2
• Rasterio (🥈34 · ⭐ 2.4K · 📉) - Rasterio reads and writes geospatial raster datasets. BSD-3
• scipy (🥈32 · ⭐ 14K · 📉) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• NeuralForecast (🥈27 · ⭐ 3.7K · 📉) - Scalable and user friendly neural forecasting algorithms. Apache-2
• efficientnet (🥉21 · ⭐ 2.1K · 💀) - Implementation of EfficientNet model. Keras and.. Apache-2