Most popular deep-learning repositories and open source projects

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

Andrew-NG-Notes

This is Andrew NG Coursera Handwritten Notes.

690   1610   1610  

skypilot

SkyPilot is a framework for easily running machine learning workloads...

76   1597   1597  

ogb

Benchmark datasets, data loaders, and evaluators for graph machine lea...

380   1596   1596  

graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for...

198   1596   1596  

neural_collaborative_filtering

Neural Collaborative Filtering

625   1595   1595  

petastorm

Petastorm library enables single machine or distributed training and e...

269   1593   1593  

talos

Hyperparameter Optimization for TensorFlow, Keras and PyTorch

268   1591   1591  

keras-contrib

Keras community contributions

656   1584   1584  

keras-yolo3

Training and Detecting Objects with YOLO3

868   1584   1584  

BerryNet

Deep learning gateway on Raspberry Pi and other edge devices

238   1581   1581  

Neural-Networks-on-Silicon

This is originally a collection of papers on neural network accelerato...

361   1581   1581  

yoloair

🔥🔥🔥YOLOv5, YOLOv6, YOLOv7, YOLOv8, PPYOLOE, YOLOX, YOLOR, YOLOv4, YOLO...

317   1581   1581  

Advanced-Deep-Learning-with-Keras

Advanced Deep Learning with Keras, published by Packt

875   1580   1580  

elephas

Distributed Deep learning with Keras & Spark

313   1562   1562  

image-to-latex

Convert images of LaTex math equations into LaTex code.

248   1559   1559  

Awesome-Deep-Learning-Resources

Rough list of my favorite deep learning resources, useful for revisiti...

294   1558   1558  

nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D...

179   1554   1554  

Top-Deep-Learning

Top 200 deep learning Github repositories sorted by the number of sta...

419   1552   1552  

delta

DELTA is a deep learning based natural language and speech processing...

299   1551   1551  

MAgent

A Platform for Many-agent Reinforcement Learning

320   1551   1551  

EffectivePyTorch

PyTorch tutorials and best practices.

159   1550   1550  

envd

🏕️ Reproducible development environment for AI/ML

125   1549   1549  

sphereface

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Re...

554   1547   1547  

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

199   1546   1546  

deepxde

A library for scientific machine learning and physics-informed learnin...

524   1545   1545  

DPED

Software and pre-trained models for automatic photo quality enhancemen...

359   1543   1543  

aimet

AIMET is a library that provides advanced quantization and compression...

315   1541   1541  

votenet

Deep Hough Voting for 3D Object Detection in Point Clouds

367   1538   1538  

spago

Self-contained Machine Learning and Natural Language Processing librar...

81   1537   1537  

uTensor

TinyML AI inference library

212   1534   1534  

vearch

A distributed system for embedding-based vector retrieval

265   1528   1528  

distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Research...

383   1526   1526  

StudyBook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Pyth...

122   1523   1523  

dl-colab-notebooks

Try out deep learning models online on Google Colab

442   1522   1522  

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for g...

181   1518   1518  

lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch...

216   1515   1515  

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition...

156   1514   1514  

DeepMosaics

Automatically remove the mosaics in images and videos, or add mosaics...

335   1514   1514  

tnt

A lightweight library for PyTorch training tools and utilities

226   1511   1511  

ViZDoom

Reinforcement Learning environments based on the 1993 game Doom

368   1509   1509  

OpenSeq2Seq

Toolkit for efficient experimentation with Speech Recognition, Text2Sp...

367   1495   1495  

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Lo...

276   1495   1495  

GDLnotes

Google Deep Learning Notes（TensorFlow教程）

495   1493   1493  

CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++）

572   1493   1493  

labml

🔎 Monitor deep learning model training and hardware usage from your mo...

106   1489   1489  

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised l...

216   1484   1484  

FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

278   1484   1484  

CADL

ARCHIVED: Contains historical course materials/Homework materials for...

738   1482   1482  

chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

313   1479   1479  

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning pap...

200   1474   1474