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adaptive-softmax-pytorch

Adaptive Softmax implementation for PyTorch

attention-is-all-you-need-pytorch

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

awesome-pytorch-list

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

biblosa-pytorch

Re-implementation of Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling (T. Shen et al., ICLR 2018) on Pytorch.

bidaf-pytorch

Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.

cnn-seq2seq

A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

cnns2s

FAIR Convolutional Sequence to Sequence Learning implemented with Pytorch

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

disan-pytorch

DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding

drqa

Reading Wikipedia to Answer Open-Domain Questions

fastai

The fast.ai deep learning library, lessons, and tutorials

fmpytorch

A PyTorch implementation of a Factorization Machine module in cython.

fusionnet-pytorch

FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics

gcnn

Pytorch implementation of Dauphin et al. (2016) "Language Modeling with Gated Convolutional Networks"

ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) and Residual Gated Graph ConvNets (RGGC) for FYP

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

kablstm

lstm-crf-pytorch

LSTM-CRF in PyTorch

match-lstm

A PyTorch implemention of Match-LSTM, R-NET and M-Reader for Machine Reading Comprehension

myfirst

myled

neural-summ-cnndm-pytorch

Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

nqg

pytorch implmentation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks

paper-template

Collection of paper latex template for several computer vision related conference.

pic

我的图片库

pointer-sentinel-mixture-model

To implement the paper Pointer Sentinel Mixture Models in ICLR 2017

pointernetwork-pytorch

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

pytorch_copy_re

reproduce ACL2018 "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"

qanet-pytorch

Re-implement "QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension"