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.

tensorflow-tutorial

TensorFlow and Deep Learning Tutorials

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texar-pytorch

Integrating the Best of TF into PyTorch, for Machine Learning, Natural...

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proteinnet

Standardized data set for machine learning of protein structure

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PyTorch-From-Zero-To-One

PyTorch从入门到精通

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3D-convolutional-speaker-recognition

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker...

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polyrnn-pp

Inference Code for Polygon-RNN++ (CVPR 2018)

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deep-recommender-system

深度学习在推荐系统中的应用及论文小结。

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course20

Deep Learning for Coders, 2020, the website

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mlhub123

机器学习&深度学习网站资源汇总（Machine Learning Resources）

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awesome-neural-models-for-semantic-match

A curated list of papers dedicated to neural text (semantic) matching.

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AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, C...

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Android-TensorFlow-Lite-Example

Android TensorFlow Lite Machine Learning Example

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autotrain-advanced

🤗 AutoTrain Advanced

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mobile-semantic-segmentation

Real-Time Semantic Segmentation in Mobile device

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DenseNet

DenseNet implementation in Keras

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videogan

Generating Videos with Scene Dynamics. NIPS 2016.

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GibsonEnv

Gibson Environments: Real-World Perception for Embodied Agents

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hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across ma...

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flashtorch

Visualization toolkit for neural networks in PyTorch! Demo -->

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NCRF

Cancer metastasis detection with neural conditional random field (NCRF...

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attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All...

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FfDL

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning...

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minimal-hand

A minimal solution to hand motion capture from a single color camera a...

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Seq2Seq-PyTorch

Sequence to Sequence Models with PyTorch

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elasticdl

Kubernetes-native Deep Learning Framework

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ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

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Adversarial_Video_Generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyo...

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CondenseNet

CondenseNet: Light weighted CNN for mobile devices

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person_search

Joint Detection and Identification Feature Learning for Person Search

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OpenLongTailRecognition-OLTR

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an...

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deep-learning-guide

An evolving guide to learning Deep Learning effectively.

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TonY

TonY is a framework to natively run deep learning frameworks on Apache...

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polyrnn-pp-pytorch

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

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dcscn-super-resolution

A tensorflow implementation of "Fast and Accurate Image Super Resoluti...

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DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and...

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magpie

Deep neural network framework for multi-label text classification

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food-101-keras

Food Classification with Deep Learning in Keras / Tensorflow

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semseg

常用的语义分割架构结构综述以及代码复现

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TensorSlow

Re-implementation of TensorFlow in pure python, with an emphasis on co...

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melgan-neurips

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthes...

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pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

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network-slimming

Network Slimming (Pytorch) (ICCV 2017)

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CS224n

CS224n: Natural Language Processing with Deep Learning Assignments Win...

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tf_repos

TensorFlow Script

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exposure

Learning infinite-resolution image processing with GAN and RL from unp...

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LightCTR

Lightweight and Scalable framework that combines mainstream algorithms...

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Gaussian_YOLOv3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localizati...

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NeuralKart

A Real-time Mario Kart 64 AI using ConvNets.

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All-About-the-GAN

All About the GANs(Generative Adversarial Networks) - Summarized lists...

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NeuralDialogPapers

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI...

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