lukasmasuch/best-of-ml-python 2025.06.19

Update: 2025.06.19

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.

• jax (🥇46 · ⭐ 33K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• PaddleOCR (🥇44 · ⭐ 51K · 📈) - Awesome multilingual OCR and Document Parsing toolkits.. Apache-2
• folium (🥇41 · ⭐ 7.2K · 📈) - Python Data. Leaflet.js Maps. MIT
• HoloViews (🥈39 · ⭐ 2.8K · 📈) - With Holoviews, your data visualizes itself. BSD-3
• InsightFace (🥇38 · ⭐ 26K · 📈) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• Model Analysis (🥈28 · ⭐ 1.3K · 📈) - Model analysis tools for TensorFlow. Apache-2
• CellProfiler (🥉28 · ⭐ 990 · 📈) - An open-source application for biological image analysis. BSD-3
• pivottablejs (🥉22 · ⭐ 700 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
• DeepGraph (🥉20 · ⭐ 290 · 📈) - Analyze Data with Pandas-based Networks... ❗Unlicensed
• ThunderGBM (🥉18 · ⭐ 700 · 📈) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2

📉 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.

• Tensorflow (🥇55 · ⭐ 190K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• Ray (🥇47 · ⭐ 38K · 📉) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
• litellm (🥇43 · ⭐ 24K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• Milvus (🥇41 · ⭐ 36K · 📉) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
• torchvision (🥇41 · ⭐ 17K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• SageMaker SDK (🥈40 · ⭐ 2.2K · 📉) - A library for training and deploying machine learning.. Apache-2
• dask.distributed (🥇39 · ⭐ 1.6K · 📉) - A distributed task scheduler for Dask. BSD-3
• pandas-profiling (🥈36 · ⭐ 13K · 📉) - 1 Line of code data quality profiling & exploratory.. MIT
• Bayesian Optimization (🥇34 · ⭐ 8.3K · 📉) - A Python implementation of global optimization with.. MIT
• NIPYPE (🥈33 · ⭐ 780 · 📉) - Workflows and interfaces for neuroimaging packages. Apache-2