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.

spektral

Graph Neural Networks with Keras and Tensorflow 2.

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fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-r...

578   2269   2269  

Awesome-AutoDL

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

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tangent

Source-to-Source Debuggable Derivatives in Pure Python

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Objectron

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

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coach

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

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Best_AI_paper_2020

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

238   2233   2233  

pytorch-fid

Compute FID scores with PyTorch.

426   2231   2231  

InvoiceNet

Deep neural network to extract intelligent information from invoice do...

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determined

Determined: Deep Learning Training Platform

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PyTorch-NLP

Basic Utilities for PyTorch Natural Language Processing (NLP)

257   2217   2217  

machine-learning-articles

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

540   2217   2217  

electra

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

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lightly

A python library for self-supervised learning on images.

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ICCV2019-LearningToPaint

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

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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...

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AutonomousDrivingCookbook

Scenarios, tutorials and demos for Autonomous Driving

548   2149   2149  

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  

AI-Optimizer

The next generation deep reinforcement learning tookit

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mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

408   2127   2127  

ICCV2021-Paper-Code-Interpretation

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

1376   2127   2127  

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...

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text-to-image

Text to image synthesis using thought vectors

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turkce-yapay-zeka-kaynaklari

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

423   2124   2124  

image-quality-assessment

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

452   2123   2123  

deep-learning-time-series

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

458   2120   2120  

Awesome-Knowledge-Distillation

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

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deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

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benchmarking-gnns

Repository for benchmarking graph neural networks

408   2113   2113  

awesome-community-detection

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

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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...

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MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

979   2103   2103  

lion-pytorch

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

54   2101   2101  

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

Collection of popular and reproducible image denoising works.

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ML

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

187   2095   2095  

DeepKE

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

539   2092   2092  

alpa

Training and serving large-scale neural networks

257   2091   2091  

torch-points3d

Pytorch framework for doing deep learning on point clouds.

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ELF

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

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sru

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

315   2087   2087  

kcws

Deep Learning Chinese Word Segment

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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  

hyperlearn

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

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