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.

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks o...

795   4802   4802  

MegEngine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

545   4788   4788  

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

2030   4781   4781  

DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole m...

636   4760   4760  

image-super-resolution

🔎 Super-scale your images and run experiments with Residual Dense and...

783   4746   4746  

telegram-list

List of telegram groups, channels & bots // Список интересных групп, к...

821   4718   4718  

tch-rs

Rust bindings for the C++ api of PyTorch.

371   4704   4704  

start-machine-learning

A complete guide to start and improve in machine learning (ML), artifi...

610   4698   4698  

ignite

High-level library to help with training and evaluating neural network...

642   4644   4644  

Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

613   4606   4606  

interviews.ai

It is my belief that you, the postgraduate students and job-seekers fo...

299   4579   4579  

DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Awa...

1070   4563   4563  

VisualDL

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）

623   4563   4563  

TensorFlow-World

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

415   4524   4524  

zenml

ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

498   4502   4502  

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

850   4484   4484  

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

1157   4469   4469  

sahi

Framework agnostic sliced/tiled inference + interactive ui + error ana...

641   4441   4441  

Production-Level-Deep-Learning

A guideline for building practical production-level deep learning syst...

661   4432   4432  

deep-learning-roadmap

:satellite: All You Need to Know About Deep Learning - A kick-starter

666   4418   4418  

djl

An Engine-Agnostic Deep Learning Framework in Java

696   4410   4410  

neurojs

A JavaScript deep learning and reinforcement learning library.

365   4396   4396  

Awesome-Geospatial

Long list of geospatial tools and resources

647   4372   4372  

deep-daze

Simple command line tool for text to image generation using OpenAI's C...

321   4367   4367  

lance

Modern columnar data format for ML and LLMs implemented in Rust. Conve...

274   4362   4362  

practicalAI-cn

AI实战-practicalAI 中文版

968   4357   4357  

datascience

Curated list of Python resources for data science.

700   4355   4355  

autotrain-advanced

🤗 AutoTrain Advanced

559   4347   4347  

Awesome-PyTorch-Chinese

【干货】史上最全的PyTorch学习资源汇总

827   4330   4330  

serve

Serve, optimize and scale PyTorch models in production

883   4329   4329  

Deep-Learning-in-Production

In this repository, I will share some useful notes and references abou...

686   4321   4321  

probability

Probabilistic reasoning and statistical analysis in TensorFlow

1113   4310   4310  

Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Pytho...

628   4304   4304  

Ad-papers

Papers on Computational Advertising

1188   4287   4287  

monodepth2

[ICCV 2019] Monocular depth estimation from a single image

974   4254   4254  

BigDL

Fast, distributed, secure AI for Big Data

1092   4247   4247  

pytorch-forecasting

Time series forecasting with PyTorch

671   4227   4227  

deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Mat...

1473   4205   4205  

DIGITS

Deep Learning GPU Training System

1379   4182   4182  

openvino

OpenVINO™ Toolkit repository

1649   4178   4178  

MachineLearningNotebooks

Python notebooks with ML and deep learning examples with Azure Machine...

2537   4172   4172  

Awesome-ChatGPT

ChatGPT资料汇总学习，持续更新......

385   4129   4129  

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

707   4101   4101  

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

1490   4096   4096  

FLAML

A fast library for AutoML and tuning. Join our Discord: https://discor...

528   4095   4095  

SSD-Tensorflow

Single Shot MultiBox Detector in TensorFlow

1929   4091   4091  

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Anti...

1744   4089   4089  

learning-to-learn

Learning to Learn in TensorFlow

603   4060   4060  

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l....

1225   4058   4058  

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framewor...

1072   4044   4044