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.

learn-ai-engineering

Learn AI and LLMs from scratch using free resources

451   1871   1871  

ViZDoom

Reinforcement Learning environments based on the 1993 game Doom :godmo...

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ssd_keras

A Keras port of Single Shot MultiBox Detector

930   1867   1867  

Make-It-3D

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image...

134   1867   1867  

AI-Blocks

A powerful and intuitive WYSIWYG interface that allows anyone to creat...

222   1864   1864  

CRNN_Chinese_Characters_Rec

(CRNN) Chinese Characters Recognition.

535   1863   1863  

MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical...

302   1851   1851  

neural_collaborative_filtering

Neural Collaborative Filtering

661   1849   1849  

petastorm

Petastorm library enables single machine or distributed training and e...

284   1849   1849  

uTensor

TinyML AI inference library

237   1847   1847  

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning pa...

229   1846   1846  

oasis

🏝️ OASIS: Open Agent Social Interaction Simulations with One Million A...

199   1844   1844  

diamond

DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcemen...

134   1843   1843  

pykeen

🤖 A Python library for learning and evaluating knowledge graph embedd...

203   1839   1839  

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised l...

250   1837   1837  

opacus

Training PyTorch models with differential privacy

374   1836   1836  

Code-LMs

Guide to using pre-trained large language models of source code

258   1836   1836  

dfdx

Deep learning in Rust, with shape checked tensors and neural networks

106   1832   1832  

DeepLearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python...

350   1828   1828  

koila

Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.

65   1827   1827  

Text_Classification

Text Classification Algorithms: A Survey

544   1820   1820  

spago

Self-contained Machine Learning and Natural Language Processing librar...

88   1819   1819  

alpaca_eval

An automatic evaluator for instruction-following language models. Huma...

283   1817   1817  

Gen.jl

A general-purpose probabilistic programming system with programmable i...

162   1817   1817  

Awesome-Backbones

Integrate deep learning models for image classification | Backbone lea...

271   1815   1815  

deepschool.io

Deep Learning tutorials in jupyter notebooks.

513   1809   1809  

Bender

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal...

89   1805   1805  

Awesome-Interview

Collection of awesome interview references.

310   1804   1804  

machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathem...

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Awesome-FL

Comprehensive and timely academic information on federated learning (p...

202   1801   1801  

ganspace

Discovering Interpretable GAN Controls [NeurIPS 2020]

267   1795   1795  

deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the...

264   1790   1790  

NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP p...

723   1787   1787  

quiver

Interactive convnet features visualization for Keras

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pytorch-segmentation

:art: Semantic segmentation models, datasets and losses implemented in...

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sod

An Embedded Computer Vision & Machine Learning Library (CPU Optimized...

213   1783   1783  

Awesome-pytorch-list-CNVersion

Awesome-pytorch-list 翻译工作进行中......

403   1780   1780  

awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datas...

234   1780   1780  

VideoPipe

A cross-platform video structuring (video analysis) framework. If you...

254   1780   1780  

gandissect

Pytorch-based tools for visualizing and understanding the neurons of a...

280   1769   1769  

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code...

480   1768   1768  

fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

307   1767   1767  

MMAudio

[CVPR 2025] MMAudio: Taming Multimodal Joint Training for High-Quality...

198   1757   1757  

transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

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FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting...

248   1753   1753  

dl-colab-notebooks

Try out deep learning models online on Google Colab

458   1750   1750  

MAgent

A Platform for Many-Agent Reinforcement Learning

333   1748   1748  

FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

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Awesome-Dataset-Distillation

A curated list of awesome papers on dataset distillation and related a...

158   1747   1747  

Research

novel deep learning research works with PaddlePaddle

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