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.

luminoth

Deep Learning toolkit for Computer Vision.

398 2411 2411

OpenNMT

Open Source Neural Machine Translation in Torch (deprecated)

463 2394 2394

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hyb...

444 2390 2390

awesome-community-detection

A curated list of community detection research papers with implementat...

361 2389 2389

texar

Toolkit for Machine Learning, Natural Language Processing, and Text Ge...

371 2388 2388

aimet

AIMET is a library that provides advanced quantization and compression...

411 2387 2387

simulator

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

786 2384 2384

spektral

Graph Neural Networks with Keras and Tensorflow 2.

338 2381 2381

AutonomousDrivingCookbook

Scenarios, tutorials and demos for Autonomous Driving

567 2377 2377

DeepMosaics

Automatically remove the mosaics in images and videos, or add mosaics...

458 2376 2376

turkce-yapay-zeka-kaynaklari

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (...

456 2375 2375

LibMTL

A PyTorch Library for Multi-Task Learning

224 2374 2374

synthetic-data-generator

SDG is a specialized framework designed to generate high-quality struc...

384 2373 2373

darknet_ros

YOLO ROS: Real-Time Object Detection for ROS

1206 2359 2359

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Gene...

349 2358 2358

CodeSearchNet

Datasets, tools, and benchmarks for representation learning of code.

404 2353 2353

autodistill

Images to inference with no labeling (use foundation models to train s...

192 2353 2353

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentat...

461 2351 2351

SwanLab

⚡️SwanLab - an open-source, modern-design AI training tracking and vi...

133 2349 2349

decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

469 2348 2348

Deep-Learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义...

998 2347 2347

LazyLLM

Easiest and laziest way for building multi-agent LLMs applications.

170 2343 2343

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real...

1657 2342 2342

torchmetrics

Machine learning metrics for distributed, scalable PyTorch application...

450 2320 2320

mixtral-offloading

Run Mixtral-8x7B models in Colab or consumer desktops

231 2317 2317

Graphormer

Graphormer is a general-purpose deep learning backbone for molecular m...

356 2316 2316

tangent

Source-to-Source Debuggable Derivatives in Pure Python

434 2316 2316

TensorFlow-and-DeepLearning-Tutorial

A TensorFlow & Deep Learning online course I taught in 2016

614 2307 2307

gluon-api

A clear, concise, simple yet powerful and efficient API for deep learn...

217 2305 2305

ICCV2023-Paper-Code-Interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

1396 2304 2304

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a...

316 2299 2299

kompute

General purpose GPU compute framework built on Vulkan to support 1000s...

176 2298 2298

torchrec

Pytorch domain library for recommendation systems

546 2298 2298

DeepInterests

深度有趣

417 2295 2295

Objectron

Objectron is a dataset of short, object-centric video clips. In additi...

261 2294 2294

ICCV2019-LearningToPaint

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learn...

312 2286 2286

awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

586 2275 2275

LTSF-Linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers...

480 2268 2268

Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

383 2266 2266

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

415 2253 2253

torchio

Medical imaging processing for AI applications.

249 2245 2245

CS-Ebook

一个高质量、经典计算机书籍推荐清单，特点为：只收集高质量，各方向经典书...

161 2245 2245

Best_AI_paper_2020

A curated list of the latest breakthroughs in AI by release date with...

238 2240 2240

Introduction-NLP

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯...

546 2240 2240

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM...

220 2235 2235

Autoformer

About Code release for "Autoformer: Decomposition Transformers with Au...

464 2235 2235

Chinese-Llama-2-7b

开源社区第一个能下载、能运行的中文 LLaMA2 模型！

198 2230 2230

ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SD...

343 2229 2229

hivemind

Decentralized deep learning in PyTorch. Built to train models on thous...

197 2228 2228

nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D...

230 2227 2227