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.

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

738 3496 3496

ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data s...

451 3496 3496

min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

255 3484 3484

adanet

Fast and flexible AutoML with learning guarantees.

529 3462 3462

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representa...

346 3454 3454

3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Fu...

674 3453 3453

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning an...

362 3443 3443

zhihu

This repo contains the source code in my personal column (https://zhua...

2161 3440 3440

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

391 3421 3421

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

773 3403 3403

makegirlsmoe_web

Create Anime Characters with MakeGirlsMoe

320 3397 3397

LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sens...

939 3388 3388

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Ap...

812 3365 3365

Reco-papers

Classic papers and resources on recommendation

809 3363 3363

deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to...

741 3359 3359

catalyst

Accelerated deep learning R&D

393 3342 3342

picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

433 3337 3337

lightly

A python library for self-supervised learning on images.

291 3335 3335

ML-Notebooks

:fire: Machine Learning Notebooks

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TensorFlow.NET

.NET Standard bindings for Google's TensorFlow for developing, trainin...

535 3328 3328

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

958 3325 3325

torchgeo

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

428 3308 3308

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

811 3297 3297

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

618 3268 3268

muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

293 3264 3264

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, In...

1038 3262 3262

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep le...

483 3243 3243

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning me...

1024 3233 3233

machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

649 3232 3232

musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generatio...

263 3231 3231

AiLearning-Theory-Applying

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含...

453 3215 3215

oneDNN

oneAPI Deep Neural Network Library (oneDNN)

898 3204 3204

best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release...

205 3199 3199

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the...

412 3195 3195

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machin...

1819 3183 3183

zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data...

3543 3176 3176

ECCV2022-RIFE

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Inte...

346 3168 3168

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

293 3149 3149

Deep-Learning-Roadmap

:satellite: Organized Resources for Deep Learning Researchers and Deve...

324 3142 3142

Girls-In-AI

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine...

485 3138 3138

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorc...

635 3132 3132

determined

Determined is an open-source machine learning platform that simplifies...

365 3131 3131

handong1587.github.io

990 3126 3126

alpa

Training and serving large-scale neural networks with auto paralleliza...

361 3123 3123

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Polic...

800 3122 3122

ResNeSt

ResNeSt: Split-Attention Networks

497 3112 3112

colorization

Automatic colorization using deep neural networks. "Colorful Image Col...

858 3091 3091

LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

559 3084 3084

Data-science-best-resources

Carefully curated resource links for data science in one place

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mlops-course

Learn how to design, develop, deploy and iterate on production-grade M...

540 3078 3078