YuanMLer

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

vision

Datasets, Transforms and Models specific to Computer Vision

SENet-PyTorch

MatchingNetworks

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

deep-learning-guide

An evolving guide to learning Deep Learning effectively.

img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

Self-Attention-GAN

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

blockdrop

BlockDrop: Dynamic Inference Paths in Residual Networks

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

snail

A PyTorch implementation of the blocks from the _A Simple Neural Attentive Meta-Learner_ paper

TCN-with-attention

Character based Temporal Convolutional Networks + Attention Layer

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

IndRNN_Theano_Lasagne

This code is to implement the IndRNN.

ChineseNlpCorpus

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

Attention_ocr.pytorch

This repository implements the the encoder and decoder model with attention model for OCR

tnt

A lightweight library for PyTorch training tools and utilities

mmcv

OpenMMLab Computer Vision Foundation

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

pytorch-template

PyTorch deep learning projects made easy.

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

Keras-Project-Template

A project template to simplify building and training deep learning models using Keras.

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

Python-100-Days

Python - 100天从新手到大师

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

fsdl-text-recognizer-project

Lab materials for the Full Stack Deep Learning Course

Deep-Learning-Project-Template

A best practice for deep learning project template architecture.

CloserLookFewShot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'