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.

DIGITS

Deep Learning GPU Training System

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Deep-Learning-in-Production

In this repository, I will share some useful notes and references abou...

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d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l....

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learning-to-learn

Learning to Learn in TensorFlow

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awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

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MONAI

AI Toolkit for Healthcare Imaging

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VoTT

Visual Object Tagging Tool: An electron app for building end to end Ob...

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deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep...

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SynapseML

Simple and Distributed Machine Learning

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eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

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AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

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iGAN

Interactive Image Generation via Generative Adversarial Networks

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TNN

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep...

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probability

Probabilistic reasoning and statistical analysis in TensorFlow

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Ad-papers

Papers on Computational Advertising

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fiftyone

The open-source tool for building high-quality datasets and computer v...

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neon

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

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benchmark_results

Visual Tracking Paper List

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Production-Level-Deep-Learning

A guideline for building practical production-level deep learning syst...

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python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

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pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

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pytorch-doc-zh

Pytorch 中文文档

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open_clip

An open source implementation of CLIP.

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datascience

Curated list of Python resources for data science.

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MatchZoo

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

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denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

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deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

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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...

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darts

Differentiable architecture search for convolutional and recurrent net...

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tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with Tensor...

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tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai...

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MachineLearningNotebooks

Python notebooks with ML and deep learning examples with Azure Machine...

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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...

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3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

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Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Pytho...

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tensorflow-yolov3

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

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Deep_reinforcement_learning_Course

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

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photo2cartoon

人像卡通化探索项目 (photo-to-cartoon translation project)

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start-machine-learning

A complete guide to start and improve in machine learning (ML), artifi...

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Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

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DeepLabCut

Official implementation of DeepLabCut: Markerless pose estimation of u...

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layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

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Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

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OpenPrompt

An Open-Source Framework for Prompt-Learning.

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olivia

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

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serve

Serve, optimize and scale PyTorch models in production

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monodepth2

[ICCV 2019] Monocular depth estimation from a single image

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Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Ma...

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gluonts

Probabilistic time series modeling in Python

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adanet

Fast and flexible AutoML with learning guarantees.

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