Update: 2022.02.10

📈 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.

• MMDetection (🥇37 · ⭐ 18K · 📈) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• DeepSpeech (🥇33 · ⭐ 19K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• Recommenders (🥇32 · ⭐ 12K · 📈) - Best Practices on Recommendation Systems. MIT
• Ludwig (🥉32 · ⭐ 8.1K · 📈) - Data-centric declarative deep learning framework. Apache-2
• River (🥈30 · ⭐ 3.2K · 📈) - Online machine learning in Python. BSD-3
• Haiku (🥉29 · ⭐ 1.7K · 📈) - JAX-based neural network library. Apache-2
• Talos (🥈26 · ⭐ 1.5K · 📈) - Hyperparameter Optimization for TensorFlow, Keras and PyTorch. MIT
• torchsde (🥉21 · ⭐ 910 · 💤) - Differentiable SDE solvers with GPU support and efficient.. Apache-2
• TF Compression (🥉21 · ⭐ 580 · 📈) - Data compression in TensorFlow. Apache-2
• Torch-Struct (🥉18 · ⭐ 1K · 📈) - Fast, general, and tested differentiable structured.. MIT

📉 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.

• tensor2tensor (🥈33 · ⭐ 12K · 📉) - Library of deep learning models and datasets designed.. Apache-2
• carla (🥈31 · ⭐ 7.2K · 📉) - Open-source simulator for autonomous driving research. MIT
• category_encoders (🥈31 · ⭐ 1.8K · 📉) - A library of sklearn compatible categorical variable.. BSD-3
• snowballstemmer (🥈30 · ⭐ 540 · 📉) - Snowball compiler and stemming algorithms. BSD-3
• BentoML (🥈27 · ⭐ 3.2K · 📉) - The Unified Model Serving Framework. Apache-2
• TensorForce (🥉27 · ⭐ 3.1K · 📉) - Tensorforce: a TensorFlow library for applied.. Apache-2
• FATE (🥉25 · ⭐ 3.9K · 📉) - An Industrial Grade Federated Learning Framework. Apache-2
• fastNLP (🥉25 · ⭐ 2.5K · 📉) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
• Elephas (🥉25 · ⭐ 1.5K · 📉) - Distributed Deep learning with Keras & Spark. MIT keras
• openTSNE (🥉24 · ⭐ 940 · 📉) - Extensible, parallel implementations of t-SNE. BSD-3

➕ Added Projects

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

• triton (🥈28 · ⭐ 3.5K · ➕) - Development repository for the Triton language and compiler. MIT
• adapter-transformers (🥈28 · ⭐ 660 · ➕) - Huggingface Transformers + Adapters =. Apache-2 huggingface
• pandera (🥉27 · ⭐ 1K · ➕) - A light-weight, flexible, and expressive data validation library.. MIT
• SynapseML (🥉26 · ⭐ 3.1K · ➕) - Simple and Distributed Machine Learning. MIT
• icevision (🥉25 · ⭐ 580 · ➕) - An Agnostic Computer Vision Framework - Pluggable to any.. Apache-2
• sahi (🥉24 · ⭐ 540 · ➕) - A lightweight vision library for performing large scale object detection/.. MIT
• rubrix (🥉23 · ⭐ 840 · ➕) - Python framework for data-centric NLP. Apache-2
• docarray (🥉23 · ⭐ 520 · 🐣) - The data structure for unstructured data. Apache-2
• MONAILabel (🥉23 · ⭐ 200 · ➕) - MONAI Label is an intelligent open source image labeling and.. Apache-2
• whoosh (🥉23 · ⭐ 190 · ➕) - Pure-Python full-text search library. ❗️BSD-1-Clause
• happy-transformer (🥉22 · ⭐ 260 · ➕) - A package built on top of Hugging Faces transformers.. Apache-2 huggingface
• OpenPrompt (🥉21 · ⭐ 1.1K · 🐣) - An Open-Source Framework for Prompt-Learning. Apache-2
• detoxify (🥉21 · ⭐ 380 · ➕) - Trained models & code to predict toxic comments on all 3 Jigsaw.. Apache-2
• TimeSide (🥉21 · ⭐ 310 · 💤) - Scalable audio processing framework written in Python with a.. ❗️AGPL-3.0
• qdrant (🥉20 · ⭐ 1.1K · ➕) - Qdrant - vector similarity search engine with extended filtering.. Apache-2
• jraph (🥉20 · ⭐ 820 · ➕) - A Graph Neural Network Library in Jax. Apache-2
• kompute (🥉20 · ⭐ 750 · ➕) - General purpose GPU compute framework built on Vulkan to support.. Apache-2
• deepsnap (🥉20 · ⭐ 390 · ➕) - Python library assists deep learning on graphs. MIT
• SerpentAI (🥉19 · ⭐ 6.2K · 💀) - Game Agent Framework. Helping you create AIs / Bots that learn to.. MIT
• chitra (🥉19 · ⭐ 180 · ➕) - A multi-functional library for full-stack Deep Learning... Apache-2
• prettymaps (🥉18 · ⭐ 7.7K · ➕) - A small set of Python functions to draw pretty maps from.. ❗️AGPL-3.0
• pytorchviz (🥉18 · ⭐ 2.1K · 💤) - A small package to create visualizations of PyTorch execution.. MIT
• FinQuant (🥉18 · ⭐ 720 · 💀) - A program for financial portfolio management, analysis and.. MIT
• parallelformers (🥉18 · ⭐ 440 · ➕) - Parallelformers: An Efficient Model Parallelization.. Apache-2
• equinox (🥇18 · ⭐ 260 · ➕) - Callable PyTrees and filtered JIT/grad transformations =.. Apache-2
• scenic (🥉17 · ⭐ 720 · ➕) - Scenic: A Jax Library for Computer Vision Research and Beyond. Apache-2
• mesh-transformer-jax (🥉16 · ⭐ 3.8K · ➕) - Model parallel transformers in JAX and Haiku. Apache-2
• ptgnn (🥉16 · ⭐ 300 · ➕) - A PyTorch Graph Neural Network Library. MIT
• NeuralCompression (🥉16 · ⭐ 240 · ➕) - A collection of tools for neural compression enthusiasts. MIT
• upgini (🥉15 · ⭐ 21 · 🐣) - Automated feature discovery & enrichment library automatically find.. BSD-3
• GraphGym (🥉14 · ⭐ 880 · ➕) - Platform for designing and evaluating Graph Neural Networks (GNN). MIT
• caliban (🥉14 · ⭐ 410 · 💀) - Research workflows made easy, locally and in the Cloud. Apache-2
• HugsVision (🥉14 · ⭐ 140 · 🐣) - HugsVision is a easy to use huggingface wrapper for state-of-.. MIT huggingface
• datajob (🥉14 · ⭐ 83 · ➕) - Build and deploy a serverless data pipeline on AWS with no effort. Apache-2
• rliable (🥉11 · ⭐ 310 · 🐣) - Library for reliable evaluation on RL and ML benchmarks, as.. Apache-2
• jaxdf (🥉8 · ⭐ 43 · 🐣) - A JAX-based research framework for writing differentiable.. ❗️LGPL-3.0
• pyrtfolio (🥉7 · ⭐ 100 · 💀) - Python package to generate stock portfolios. ❗️GPL-3.0