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.

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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gradio

Create UIs for your machine learning model in Python in 3 minutes

1306   19453   19453  

ColossalAI

Making large AI models cheaper, faster and more accessible

2076   19260   19260  

shap

A game theoretic approach to explain the output of any machine learnin...

2839   18823   18823  

fastbook

The fastai book, published as Jupyter Notebooks

7178   18756   18756  

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing...

2656   18738   18738  

jina

🔮 Multimodal AI services & pipelines with cloud-native stack: gRPC, K...

2150   18734   18734  

tfjs

A WebGL accelerated JavaScript library for training and deploying ML m...

1957   18688   18688  

onnx

Open standard for machine learning interoperability

3722   18515   18515  

d2l-en

Interactive deep learning book with multi-framework code, math, and di...

3753   18378   18378  

learnopencv

Learn OpenCV : C++ and Python Examples

10983   18162   18162  

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, ve...

2302   18129   18129  

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-b...

1969   18127   18127  

CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolk...

4271   17552   17552  

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with...

6149   17334   17334  

pytorch_geometric

Graph Neural Network Library for PyTorch

3151   17135   17135  

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Proce...

2593   16988   16988  

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, e...

2243   16631   16631  

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt enginee...

1197   16596   16596  

TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

3245   16362   16362  

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改...

5111   16198   16198  

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resou...

3828   15940   15940  

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as diff...

2817   15673   15673  

paper-reading

深度学习经典、新论文逐段精读

1528   15640   15640  

lectures

Oxford Deep NLP 2017 course

3633   15507   15507  

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning research...

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stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

3586   14987   14987  

deep-learning-for-image-processing

deep learning for image processing including classification and object...

6623   14894   14894  

ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-sourc...

3880   14883   14883  

Qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node....

4655   14793   14793  

openface

Face recognition with deep neural networks.

3598   14626   14626  

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and c...

1429   14304   14304  

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

4448   14287   14287  

nni

An open source AutoML toolkit for automate machine learning lifecycle,...

1821   14134   14134  

Screenshot-to-code

A neural network that transforms a design mock-up into a static websit...

1422   14067   14067  

ivy

Convert Machine Learning Code Between Frameworks

5680   14006   14006  

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated...

2086   13982   13982  

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中...

4332   13944   13944  

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apa...

2198   13407   13407  

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate...

1653   13407   13407  

imgaug

Image augmentation for machine learning experiments.

2365   13405   13405  

first-order-model

This repository contains the source code for the paper First Order Mot...

2998   13209   13209  

tensor2tensor

Library of deep learning models and datasets designed to make deep lea...

3208   13205   13205  

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodf...

2759   13168   13168  

TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in re...

1720   13098   13098  

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relev...

2002   13080   13080  

facenet

Face recognition using Tensorflow

4793   12946   12946  

PaddleHub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models...

2072   12803   12803  

CVPR2023-Papers-with-Code

CVPR 2023 论文和开源项目合集

2232   12732   12732  

label-studio

Label Studio is a multi-type data labeling and annotation tool with st...

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