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.

min-dalle

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

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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

zhihu

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

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tensorwatch

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

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neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

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Informer2020

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

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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

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deepvariant

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

741 3359 3359

catalyst

Accelerated deep learning R&D

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picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

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lightly

A python library for self-supervised learning on images.

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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

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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

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muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

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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)

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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...

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oneDNN

oneAPI Deep Neural Network Library (oneDNN)

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best_AI_papers_2022

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

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deep-learning-papers

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

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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...

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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

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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...

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LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

559 3084 3084

mlops-course

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

540 3078 3078

neural-style-tf

TensorFlow (Python API) implementation of Neural Style

837 3061 3061

ml-glossary

Machine learning glossary

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Data-science-best-resources

Carefully curated resource links for data science in one place

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