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.

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

683   2114   2114  

TensorFlow-Tutorials

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

1031   2113   2113  

benchmarking-gnns

Repository for benchmarking graph neural networks

408   2113   2113  

awesome-community-detection

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

350   2112   2112  

practical-machine-learning-with-python

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

1637   2111   2111  

mlops-course

A project-based course on the foundations of MLOps to responsibly deve...

384   2106   2106  

Objectron

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

255   2099   2099  

reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

499   2097   2097  

muzero-general

MuZero

543   2094   2094  

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  

alpa

Training and serving large-scale neural networks

257   2091   2091  

ELF

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

297   2090   2090  

Awesome-AutoDL

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

312   2089   2089  

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  

simulator

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

713   2081   2081  

KAIR

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

517   2076   2076  

Neural-Photo-Editor

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

206   2073   2073  

SparrowRecSys

A Deep Learning Recommender System

742   2057   2057  

aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing C...

530   2043   2043  

Awesome-System-for-Machine-Learning

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

272   2017   2017  

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

460   2011   2011  

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

785   2001   2001  

docarray

🧬 The data structure for multimodal data · Neural Search · Vector Sear...

166   1999   1999  

Chinese-CLIP

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

241   1999   1999  

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine...

574   1993   1993  

mmdeploy

OpenMMLab Model Deployment Framework

499   1992   1992  

ScaledYOLOv4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

567   1990   1990  

PyTorch-Encoding

A CV toolkit for my papers.

454   1989   1989  

grobid

A machine learning software for extracting information from scholarly...

356   1988   1988  

AIF360

A comprehensive set of fairness metrics for datasets and machine learn...

664   1988   1988  

lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection...

836   1986   1986  

OctoBot

Cryptocurrency trading bot using technical analysis based strategy wit...

543   1985   1985  

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neur...

283   1982   1982  

Hierarchical-Localization

Visual localization made easy with hloc

390   1981   1981  

Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTo...

247   1971   1971  

Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

374   1966   1966  

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

275   1964   1964  

CodeSearchNet

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

365   1963   1963  

tensorflow-onnx

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

400   1963   1963  

www.mlcompendium.com

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

215   1960   1960  

pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've...

278   1953   1953  

tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Line...

378   1950   1950  

computer-vision-in-action

学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社...

311   1947   1947  

Thin-Plate-Spline-Motion-Model

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

297   1943   1943  

rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (B...

164   1933   1933  

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...

533   1924   1924  

MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimen...

287   1919   1919  

machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 r...

713   1917   1917