📈 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.

• XGBoost (🥇46 · ⭐ 26K · 📈) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT.. Apache-2
• PySpark (🥇45 · ⭐ 39K · 📈) - Apache Spark Python API. Apache-2
• spaCy (🥇45 · ⭐ 30K · 📈) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• Prophet (🥇35 · ⭐ 18K · 📈) - Tool for producing high quality forecasts for time series data that.. MIT
• hdbscan (🥈33 · ⭐ 2.8K · 📈) - A high performance implementation of HDBSCAN clustering. BSD-3
• category_encoders (🥈32 · ⭐ 2.4K · 📈) - A library of sklearn compatible categorical variable.. BSD-3
• audiomentations (🥈31 · ⭐ 1.8K · 📈) - A Python library for audio data augmentation. Inspired by.. MIT
• PaddleDetection (🥈29 · ⭐ 13K · 📈) - Object Detection toolkit based on PaddlePaddle. It.. Apache-2
• ivis (🥉24 · ⭐ 330 · 📈) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
• UForm (🥉20 · ⭐ 1K · 📈) - Pocket-Sized Multimodal AI for content understanding and.. 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.

• mlflow (🥇43 · ⭐ 18K · 📉) - Open source platform for the machine learning lifecycle. Apache-2
• networkx (🥇43 · ⭐ 15K · 📉) - Network Analysis in Python. BSD-3
• litellm (🥇43 · ⭐ 13K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• DeepChem (🥈34 · ⭐ 5.4K · 📉) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT
• dask-ml (🥉27 · ⭐ 890 · 📉) - Scalable Machine Learning with Dask. BSD-3
• Alibi (🥈26 · ⭐ 2.4K · 📉) - Algorithms for explaining machine learning models. ❗️Intel
• Orbit (🥉23 · ⭐ 1.9K · 📉) - A Python package for Bayesian forecasting with object-oriented.. Apache-2
• uber/orbit (🥉23 · ⭐ 1.9K · 📉) - A Python package for Bayesian forecasting with object-.. Apache-2
• nebullvm (🥉21 · ⭐ 8.4K · 📉) - A collection of libraries to optimise AI model performances. Apache-2
• model-card-toolkit (🥉18 · ⭐ 420 · 💀) - A toolkit that streamlines and automates the.. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

• Opik (🥉24 · ⭐ 1.5K · ➕) - Open-source end-to-end LLM Development Platform. Apache-2