Update: 2022.06.19

📈 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.

• networkx (🥇45 · ⭐ 11K · 📈) - Network Analysis in Python. BSD-3
• folium (🥇36 · ⭐ 5.8K · 📈) - Python Data. Leaflet.js Maps. MIT
• yfinance (🥇35 · ⭐ 7.2K · 📈) - Download market data from Yahoo! Finances API. Apache-2
• Netron (🥇34 · ⭐ 19K · 📈) - Visualizer for neural network, deep learning, and machine.. MIT
• Autograd (🥇34 · ⭐ 5.8K · 📈) - Efficiently computes derivatives of numpy code. MIT
• Annoy (🥈33 · ⭐ 10K · 📈) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
• datashader (🥈33 · ⭐ 2.8K · 📈) - Quickly and accurately render even the largest data. BSD-3
• PaddleHub (🥈32 · ⭐ 8.1K · 📈) - Awesome pre-trained models toolkit based on.. Apache-2
• agate (🥈31 · ⭐ 1.1K · 💤) - A Python data analysis library that is optimized for humans instead of.. MIT
• yellowbrick (🥈30 · ⭐ 3.6K · 📈) - Visual analysis and diagnostic tools to facilitate.. 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.

• PyMC3 (🥇39 · ⭐ 6.7K · 📉) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• PaddleOCR (🥇37 · ⭐ 23K · 📉) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
• PyTorch Image Models (🥇37 · ⭐ 19K · 📉) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• Milvus (🥇37 · ⭐ 11K · 📉) - Vector database for scalable similarity search and AI applications. Apache-2
• stanza (🥈35 · ⭐ 6.2K · 📉) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
• wandb client (🥈35 · ⭐ 4K · 📉) - A tool for visualizing and tracking your machine learning.. MIT
• tensorboardX (🥈34 · ⭐ 7.4K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
• Face Recognition (🥈33 · ⭐ 45K · 📉) - The worlds simplest facial recognition api for Python.. MIT
• category_encoders (🥈33 · ⭐ 2K · 📉) - A library of sklearn compatible categorical variable.. BSD-3
• TensorForce (🥉24 · ⭐ 3.1K · 📉) - Tensorforce: a TensorFlow library for applied.. Apache-2

➕ Added Projects

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

• ivy (🥉31 · ⭐ 2.6K · ➕) - The Unified Machine Learning Framework. Apache-2
• mpld3 (🥉29 · ⭐ 2.2K · ➕) - D3 Renderings of Matplotlib Graphics. BSD-3
• ColossalAI (🥉26 · ⭐ 4K · ➕) - Colossal-AI: A Unified Deep Learning System for Big Model Era. Apache-2
• uber/orbit (🥈26 · ⭐ 1.4K · ➕) - A Python package for Bayesian forecasting with object-.. Apache-2
• DeepKE (🥉25 · ⭐ 1.2K · ➕) - An Open Toolkit for Knowledge Graph Extraction and Construction. MIT
• doctr (🥉25 · ⭐ 1.1K · ➕) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2
• hls4ml (🥉25 · ⭐ 660 · ➕) - Machine learning on FPGAs using HLS. Apache-2
• torchrec (🥉24 · ⭐ 1K · ➕) - Pytorch domain library for recommendation systems. BSD-3
• evaluate (🥉24 · ⭐ 760 · 🐣) - A library for easily evaluating machine learning models and.. Apache-2
• optimum (🥈24 · ⭐ 560 · ➕) - Accelerate training and inference of Transformers with easy to.. Apache-2
• kubric (🥉23 · ⭐ 1.5K · ➕) - A data generation pipeline for creating semi-realistic synthetic.. Apache-2
• Merlin (🥉22 · ⭐ 260 · ➕) - NVIDIA Merlin is an open source library providing end-to-end GPU-.. Apache-2
• promptsource (🥉21 · ⭐ 670 · ➕) - Toolkit for creating, sharing and using natural language.. Apache-2
• PipelineDP (🥉21 · ⭐ 220 · ➕) - PipelineDP is a Python framework for applying differentially.. Apache-2
• ffcv (🥉19 · ⭐ 2.1K · ➕) - FFCV: Fast Forward Computer Vision (and other ML workloads!). Apache-2
• anomalib (🥉19 · ⭐ 900 · ➕) - An anomaly detection library comprising state-of-the-art.. Apache-2
• evojax (🥉19 · ⭐ 490 · 🐣) - EvoJAX: Hardware-accelerated Neuroevolution. Apache-2
• Quantus (🥉18 · ⭐ 200 · ➕) - Quantus is an eXplainable AI toolkit for responsible.. ❗️CC-BY-NC-SA-3.0
• OMLT (🥉18 · ⭐ 130 · ➕) - Represent trained machine learning models as Pyomo optimization.. BSD-3
• metricflow (🥉17 · ⭐ 610 · 🐣) - MetricFlow allows you to define, build, and maintain.. ❗️AGPL-3.0
• bluefog (🥉17 · ⭐ 260 · ➕) - Distributed and decentralized training framework for PyTorch.. Apache-2
• pymdp (🥉17 · ⭐ 180 · ➕) - A Python implementation of active inference for Markov Decision Processes. MIT
• modelkit (🥉17 · ⭐ 120 · ➕) - Toolkit for developing and maintaining ML models. MIT
• vegafusion (🥉17 · ⭐ 76 · ➕) - Serverside acceleration for the Vega visualization grammar. ❗️AGPL-3.0
• shap-hypetune (🥉16 · ⭐ 320 · ➕) - A python package for simultaneous Hyperparameters Tuning and.. MIT
• benchmark_VAE (🥉15 · ⭐ 340 · ➕) - Unifying Generative Autoencoder implementations in.. Apache-2
• moolib (🥉11 · ⭐ 330 · ➕) - A library for distributed ML training with PyTorch. MIT
• ml-ane-transformers (🥉9 · ⭐ 420 · ➕) - Reference implementation of the Transformer.. ❗Unlicensed
• textlesslib (🥉8 · ⭐ 350 · 🐣) - Library for Textless Spoken Language Processing. MIT