lukasmasuch/best-of-ml-python 2025.10.16

Update: 2025.10.16

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.

• Pillow (🥇49 · ⭐ 13K · 📈) - Python Imaging Library (Fork). ❗️PIL
• mlflow (🥇47 · ⭐ 23K · 📈) - The open source developer platform to build AI/LLM applications.. Apache-2
• litellm (🥇46 · ⭐ 30K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• LightGBM (🥈42 · ⭐ 18K · 📈) - A fast, distributed, high performance gradient boosting (GBT, GBDT,.. MIT
• gensim (🥇42 · ⭐ 16K · 📈) - Topic Modelling for Humans. ❗️LGPL-2.1
• ArcGIS API (🥈36 · ⭐ 2.1K · 📈) - Documentation and samples for ArcGIS API for Python. Apache-2
• GPyTorch (🥇34 · ⭐ 3.8K · 📈) - A highly efficient implementation of Gaussian Processes in.. MIT
• SALib (🥈31 · ⭐ 950 · 📈) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST,.. MIT
• metricflow (🥈30 · ⭐ 1.3K · 📈) - MetricFlow allows you to define, build, and maintain metrics.. Apache-2
• DALEX (🥈27 · ⭐ 1.4K · 📈) - moDel Agnostic Language for Exploration and eXplanation. ❗️GPL-3.0

📉 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.

• Ray (🥇48 · ⭐ 39K · 📉) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
• PySpark (🥈44 · ⭐ 42K · 📉) - Apache Spark Python API. Apache-2
• Milvus (🥇42 · ⭐ 38K · 📉) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
• datalad (🥈29 · ⭐ 610 · 📉) - Keep code, data, containers under control with git and git-.. ❗Unlicensed
• EvaDB (🥉24 · ⭐ 2.7K · 💀) - Database system for AI-powered apps. Apache-2
• snownlp (🥉23 · ⭐ 6.6K · 💀) - Python library for processing Chinese text. MIT
• DeepSpeech (🥉21 · ⭐ 27K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• python_speech_features (🥉21 · ⭐ 2.4K · 💀) - This library provides common speech features for ASR.. MIT
• Sherpa (🥉17 · ⭐ 340 · 💀) - Hyperparameter optimization that enables researchers to.. ❗️GPL-3.0
• rliable (🥉11 · ⭐ 850 · 💀) - [NeurIPS21 Outstanding Paper] Library for reliable evaluation on.. Apache-2