📈 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.
- PyOD (🥇31 · ⭐ 5K · 📈) - A Python Toolbox for Scalable Outlier Detection (Anomaly Detection).
BSD-2 - einops (🥈30 · ⭐ 3.9K · 📈) - Deep learning operations reinvented (for pytorch, tensorflow, jax and..
MIT - category_encoders (🥈30 · ⭐ 1.8K · 📈) - A library of sklearn compatible categorical variable..
BSD-3 - Milvus (🥇29 · ⭐ 8.8K · 📈) - An open-source vector database for embedding similarity search..
Apache-2 - Cython BLIS (🥇29 · ⭐ 180 · 📈) - Fast matrix-multiplication as a self-contained Python library..
BSD-3 - Core ML Tools (🥇27 · ⭐ 2.4K · 📈) - Core ML tools contain supporting tools for Core ML model..
BSD-3 - accelerate (🥇25 · ⭐ 2K · 📈) - A simple way to train and use PyTorch models with multi-..
Apache-2 - CausalNex (🥈24 · ⭐ 1.4K · 📈) - A Python library that helps data scientists to infer..
Apache-2 - iterative-stratification (🥉22 · ⭐ 610 · 📈) - scikit-learn cross validators for iterative..
BSD-3 - aim (🥉20 · ⭐ 1.7K · 📈) - Aim an easy-to-use and performant open-source experiment tracker.
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.
- Matplotlib (🥇38 · ⭐ 15K · 📉) - matplotlib: plotting with Python.
Python-2.0 - Pillow (🥇35 · ⭐ 9.1K · 📉) - The friendly PIL fork (Python Imaging Library).
❗️PIL - DVC (🥇30 · ⭐ 8.9K · 📉) - Data Version Control | Git for Data & Models | ML Experiments..
Apache-2 - folium (🥈29 · ⭐ 5.5K · 📉) - Python Data. Leaflet.js Maps.
MIT - wandb client (🥈29 · ⭐ 3.5K · 📉) - A tool for visualizing and tracking your machine learning..
MIT - fairseq (🥈27 · ⭐ 15K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in..
MIT - Sonnet (🥉27 · ⭐ 9.1K · 📉) - TensorFlow-based neural network library.
Apache-2 - detectron2 (🥈26 · ⭐ 19K · 📉) - Detectron2 is FAIR's next-generation platform for object..
Apache-2 - neon (🥉19 · ⭐ 3.9K · 💀) - Intel Nervana reference deep learning framework committed to best..
Apache-2 - Feature Engine (🥉16 · ⭐ 5 · 📉) - Feature engineering package with sklearn like functionality.
BSD-3
➕ Added Projects
Projects that were recently added to this best-of list.