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.

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the...

2552   3877   3877  

LLMBook-zh.github.io

《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣

286   3873   3873  

oneDNN

oneAPI Deep Neural Network Library (oneDNN)

1066   3870   3870  

deep-text-recognition-benchmark

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

1129   3870   3870  

neon

Intel® Nervana™ reference deep learning framework committed to best pe...

810   3869   3869  

Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with...

1222   3869   3869  

deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepc...

276   3860   3860  

MatchZoo

Facilitating the design, comparison and sharing of deep text matching...

900   3856   3856  

Dive-into-DL-TensorFlow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改...

820   3816   3816  

pytorch-a2c-ppo-acktr-gail

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

839   3810   3810  

OctoBot

Open source crypto trading bot

835   3806   3806  

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for comp...

659   3786   3786  

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下...

1538   3747   3747  

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and...

575   3745   3745  

SuperGluePretrainedNetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR...

729   3728   3728  

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

1100   3725   3725  

awesome-knowledge-distillation

Awesome Knowledge Distillation

511   3717   3717  

olivia

💁‍♀️Your new best friend powered by an artificial neural network

347   3712   3712  

pytorch-fid

Compute FID scores with PyTorch.

527   3705   3705  

Machine-Learning-Notes

周志华《机器学习》手推笔记

752   3696   3696  

Surface-Defect-Detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open so...

579   3696   3696  

byteps

A high performance and generic framework for distributed DNN training

494   3691   3691  

web-stable-diffusion

Bringing stable diffusion models to web browsers. Everything runs insi...

232   3675   3675  

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

439   3667   3667  

polyaxon

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycl...

320   3661   3661  

3DDFA

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

650   3660   3660  

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCur...

772   3646   3646  

ArtLine

A Deep Learning based project for creating line art portraits.

380   3637   3637  

Hierarchical-Localization

Visual localization made easy with hloc

673   3637   3637  

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

807   3631   3631  

tensorflow-yolov3

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Impro...

1343   3627   3627  

AI-Engineer-Headquarters

A collection of scientific methods, processes, algorithms, and systems...

686   3626   3626  

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

459   3621   3621  

MachineLearning

Machine learning resources

976   3620   3620  

DeepLearning-MuLi-Notes

Notes about courses Dive into Deep Learning by Mu Li

572   3615   3615  

Thin-Plate-Spline-Motion-Model

[CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.

557   3586   3586  

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

739   3561   3561  

text

Models, data loaders and abstractions for language processing, powered...

814   3552   3552  

HRM

Hierarchical Reasoning Model Official Release

446   3548   3548  

torchgeo

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

457   3536   3536  

face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorc...

759   3531   3531  

ALAE

[CVPR2020] Adversarial Latent Autoencoders

555   3524   3524  

LitServe

The easiest way to deploy agents, MCP servers, models, RAG, pipelines...

236   3522   3522  

zhihu

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

2126   3520   3520  

SiamMask

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking...

810   3517   3517  

singa

a distributed deep learning platform

1277   3513   3513  

ml-workspace

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

451   3510   3510  

fsrs4anki

A modern Anki custom scheduling based on Free Spaced Repetition Schedu...

152   3498   3498  

min-dalle

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

251   3489   3489  

lightly

A python library for self-supervised learning on images.

301   3489   3489