📈 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.
MITkeras - 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-2huggingface - 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-2huggingface - 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-..
MIThuggingface - 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