lukasmasuch/best-of-ml-python 2025.10.30

Update: 2025.10.30

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.

• dask (🥇45 · ⭐ 14K · 📈) - Parallel computing with task scheduling. BSD-3
• spaCy (🥇43 · ⭐ 33K · 📈) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• Faiss (🥇42 · ⭐ 38K · 📈) - A library for efficient similarity search and clustering of dense vectors. MIT
• scikit-image (🥇41 · ⭐ 6.4K · 📈) - Image processing in Python. ❗Unlicensed
• DeepSpeech (🥈33 · ⭐ 27K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• audioread (🥈33 · ⭐ 520 · 📈) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio.. MIT
• datalad (🥈30 · ⭐ 620 · 📈) - Keep code, data, containers under control with git and git-.. ❗Unlicensed
• Dedupe (🥈29 · ⭐ 4.4K · 📈) - A python library for accurate and scalable fuzzy matching, record.. MIT
• openTSNE (🥉29 · ⭐ 1.6K · 📈) - Extensible, parallel implementations of t-SNE. BSD-3
• kapre (🥉25 · ⭐ 930 · 📈) - kapre: Keras Audio Preprocessors. MIT

📉 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 (🥇45 · ⭐ 30K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• deepface (🥈38 · ⭐ 21K · 📉) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
• DeepChem (🥈34 · ⭐ 6.3K · 📉) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT
• VisPy (🥈34 · ⭐ 3.5K · 📉) - High-performance interactive 2D/3D data visualization library. BSD-3
• anomalib (🥈31 · ⭐ 5.1K · 📉) - An anomaly detection library comprising state-of-the-art.. Apache-2
• Haiku (🥉31 · ⭐ 3.1K · 📉) - JAX-based neural network library. Apache-2
• mpld3 (🥉31 · ⭐ 2.4K · 📉) - An interactive data visualization tool which brings matplotlib.. BSD-3
• CLTK (🥈31 · ⭐ 870 · 📉) - The Classical Language Toolkit. MIT
• Sentinelsat (🥉24 · ⭐ 1K · 💀) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• TorchUncertainty (🥉20 · ⭐ 440 · 📉) - Open-source framework for uncertainty and deep.. Apache-2