ml-tooling/best-of-ml-python 2025.04.03

Update: 2025.04.03

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.

• dash (🥇46 · ⭐ 22K · 📈) - Data Apps & Dashboards for Python. No JavaScript Required. MIT
• sentence-transformers (🥇44 · ⭐ 16K · 📈) - State-of-the-Art Text Embeddings. Apache-2
• sktime (🥇41 · ⭐ 8.3K · 📈) - A unified framework for machine learning with time series. BSD-3
• dask.distributed (🥇40 · ⭐ 1.6K · 📈) - A distributed task scheduler for Dask. BSD-3
• InsightFace (🥈38 · ⭐ 25K · 📈) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• haystack (🥈37 · ⭐ 20K · 📈) - AI orchestration framework to build customizable, production-.. Apache-2
• Ignite (🥈35 · ⭐ 4.6K · 📈) - High-level library to help with training and evaluating neural.. BSD-3
• Hail (🥈33 · ⭐ 1K · 📈) - Cloud-native genomic dataframes and batch computing. MIT
• scikit-posthocs (🥉27 · ⭐ 360 · 📈) - Multiple Pairwise Comparisons (Post Hoc) Tests in.. MIT
• TimeSide (🥉21 · ⭐ 380 · 📈) - scalable audio processing framework and server written in.. ❗️AGPL-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 (🥇47 · ⭐ 36K · 📉) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
• networkx (🥇44 · ⭐ 16K · 📉) - Network Analysis in Python. BSD-3
• StatsModels (🥈44 · ⭐ 11K · 📉) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• litellm (🥇43 · ⭐ 20K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• horovod (🥈32 · ⭐ 14K · 📉) - Distributed training framework for TensorFlow, Keras, PyTorch,.. Apache-2
• python-soundfile (🥈30 · ⭐ 750 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
• VisualDL (🥉26 · ⭐ 4.8K · 📉) - Deep Learning Visualization Toolkit. Apache-2
• pytorchvideo (🥉24 · ⭐ 3.4K · 📉) - A deep learning library for video understanding.. Apache-2
• Objax (🥉19 · ⭐ 770 · 💀) - Objax is a machine learning framework that provides an Object.. Apache-2
• scikit-tda (🥉15 · ⭐ 540 · 💤) - Topological Data Analysis for Python. MIT