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.

zhusuan

A probabilistic programming library for Bayesian deep learning, genera...

420   2171   2171  

tensorflow-speech-recognition

🎙Speech recognition using the tensorflow deep learning framework, sequ...

637   2168   2168  

kompute

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

163   2163   2163  

torchio

Medical imaging processing for AI applications.

244   2154   2154  

hivemind

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

183   2149   2149  

AutonomousDrivingCookbook

Scenarios, tutorials and demos for Autonomous Driving

548   2149   2149  

ML

A high-level machine learning and deep learning library for the PHP la...

193   2146   2146  

Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tr...

629   2142   2142  

ailia-models

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

340   2138   2138  

image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical q...

454   2136   2136  

AI-Optimizer

The next generation deep reinforcement learning tookit

360   2131   2131  

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

408   2127   2127  

raster-vision

An open source library and framework for deep learning on satellite an...

389   2126   2126  

ECCV2024-Papers-with-Code

ECCV 2024 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2024...

272   2125   2125  

TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제...

992   2124   2124  

text-to-image

Text to image synthesis using thought vectors

397   2124   2124  

deep-learning-time-series

List of papers, code and experiments using deep learning for time seri...

458   2120   2120  

metarank

A low code Machine Learning personalized ranking service for articles,...

93   2118   2118  

envd

🏕️ Reproducible development environment

159   2118   2118  

bulbea

:boar: :bear: Deep Learning based Python Library for Stock Market Pred...

478   2117   2117  

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

327   2116   2116  

EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

255   2115   2115  

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

683   2114   2114  

benchmarking-gnns

Repository for benchmarking graph neural networks

408   2113   2113  

MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

981   2108   2108  

lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algori...

54   2101   2101  

hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware...

135   2097   2097  

DeepKE

An Open Toolkit for Knowledge Graph Extraction and Construction publis...

539   2092   2092  

torch-points3d

Pytorch framework for doing deep learning on point clouds.

353   2091   2091  

ELF

An End-To-End, Lightweight and Flexible Platform for Game Research

284   2088   2088  

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

315   2087   2087  

kcws

Deep Learning Chinese Word Segment

672   2086   2086  

Awesome-Rust-MachineLearning

This repository is a list of machine learning libraries written in Rus...

117   2084   2084  

nannyml

nannyml: post-deployment data science in python

162   2082   2082  

Neural-Photo-Editor

A simple interface for editing natural photos with generative neural n...

194   2080   2080  

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DP...

517   2076   2076  

www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of referenc...

225   2068   2068  

SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

899   2054   2054  

Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communica...

661   2035   2035  

ScaledYOLOv4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

574   2032   2032  

DeepCamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art A...

340   2027   2027  

audio-diffusion-pytorch

Audio generation using diffusion models, in PyTorch.

169   2018   2018  

Awesome-System-for-Machine-Learning

A curated list of research in machine learning systems (MLSys). Paper...

272   2017   2017  

ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NL...

245   2014   2014  

talking-head-anime-demo

Demo for the "Talking Head Anime from a Single Image."

287   2012   2012  

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

460   2011   2011  

GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algo...

478   2007   2007  

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

785   2001   2001  

Chinese-CLIP

Chinese version of CLIP which achieves Chinese cross-modal retrieval a...

241   1999   1999  

audiomentations

A Python library for audio data augmentation. Useful for making audio...

197   1998   1998