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algorithms

asrt_speechrecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

attention-is-all-you-need-pytorch

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

attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

automatickeyphraseextraction

Data for Automatic Keyphrase Extraction Task

caml-mimic

multilabel classification of EHR notes

chinsesner-pytorch

基于BI-LSTM+CRF的中文命名实体识别 Pytorch

citic_algo

co-attention

Pytorch implementation of "Dynamic Coattention Networks For Question Answering"

code-tips

Some useful blogs

computer-visionandaudio-lab

2018秋哈工大视听觉实验

cs346-redbase

CS 346 RedBase Project (Stanford)

dbms

《数据库管理系统原理与实现》课程作业项目

deeplearningpractice2017

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

dynamic-cnn-sentence-classification-tf

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

free-programming-books

:books: Freely available programming books

gitskills

gru4rec

GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.

headlines

Automatically generate headlines to short articles

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keyphrase

lstm-classification-pytorch

Text classification based on LSTM on R8 dataset for pytorch implementation

models

Model configurations

mystl

nn4nlp2017-code-pytorch

Code Samples from Neural Networks for NLP

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

pointer-generator-net

Get to the point：chinese corpus

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"