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.

ivy

Unified AI

4580   11807   11807  

pix2code

pix2code: Generating Code from a Graphical User Interface Screenshot

1360   11616   11616  

CycleGAN

Software that can generate photos from paintings, turn horses into ze...

1915   11598   11598  

allennlp

An open-source NLP research library, built on PyTorch.

2258   11526   11526  

qlib

Qlib is an AI-oriented quantitative investment platform that aims to r...

2036   11478   11478  

clip-as-service

🏄 Embed/reason/rank images and sentences with CLIP models

2016   11441   11441  

dgl

Python package built to ease deep learning on graph, on top of existin...

2750   11410   11410  

mit-deep-learning-book-pdf

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

2479   11270   11270  

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to t...

2871   11190   11190  

CVPR2023-Paper-Code-Interpretation

cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/...

2317   11149   11149  

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Lear...

2814   11102   11102  

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-...

3580   11063   11063  

turicreate

Turi Create simplifies the development of custom machine learning mode...

1158   11044   11044  

deep_learning_object_detection

A paper list of object detection using deep learning.

2827   10983   10983  

dive-into-machine-learning

Free ways to dive into machine learning with Python and Jupyter Notebo...

1977   10919   10919  

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for...

1495   10843   10843  

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style...

3625   10816   10816  

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

2641   10706   10706  

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, li...

3030   10680   10680  

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

2754   10670   10670  

ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

1284   10643   10643  

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: Tens...

4383   10263   10263  

tvm

Open deep learning compiler stack for cpu, gpu and specialized acceler...

3097   9974   9974  

neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks...

928   9852   9852  

machine-learning-for-trading

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

3409   9822   9822  

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects,...

1909   9739   9739  

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distribut...

1155   9698   9698  

DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

2829   9687   9687  

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related...

2147   9670   9670  

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

2413   9585   9585  

sonnet

TensorFlow-based neural network library

1351   9532   9532  

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Li...

2488   9515   9515  

MLAlgorithms

Minimal and clean examples of machine learning algorithms implementati...

1631   9430   9430  

pix2pix

Image-to-image translation with conditional adversarial nets

1663   9418   9418  

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

3397   9386   9386  

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis n...

818   9223   9223  

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

4236   9147   9147  

carla

Open-source simulator for autonomous driving research.

2848   9051   9051  

cvat

Annotate better with CVAT, the industry-leading data engine for machin...

2346   9046   9046  

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

1138   9031   9031  

ludwig

Data-centric declarative deep learning framework

1046   9015   9015  

Keras-GAN

Keras implementations of Generative Adversarial Networks.

3165   8977   8977  

ml-visuals

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

1089   8920   8920  

autokeras

AutoML library for deep learning

1406   8867   8867  

PySyft

Perform data science on data that remains in someone else's server

1931   8847   8847  

EffectiveTensorflow

TensorFlow tutorials and best practices.

938   8655   8655  

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and trai...

2010   8625   8625  

tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation fo...

981   8511   8511  

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework...

1997   8399   8399  

kornia

Differentiable Computer Vision Library

849   8346   8346