PyTorch Implementations

A collection of pytorch notebooks implementing deep learning papers. This notebooks were developed during studying these papers and helped me reinforced the concepts strongly. The goal is to maintain this repository and add more paper implementations. I hope that these notebooks help other practitioners as well.

Name	Notebook
A Neural Algorithm of Artistic Style
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Efficient Estimation of Word Representations in Vector Space
GloVe: Global Vectors for Word Representation
Convolutional Neural Networks for Sentence Classification
Neural Machine Translation by Jointly Learning to Align and Translate
Attention Is All You Need

Contribution

If you would like to contribute a deep learning paper implementation, then please send the pull request with the jupyter notebook filename as the paper name. Maintaining a single repository showcasing different paper implementations would help other practitioners.