A batch-wise NLP tutorial with Pytorch

A simple batch-wise NLP tutorial using Pytorch.

enviroment

A small collection of utilities to more comfortably develop on remote GPU-powered machines.

logistic-regression

We run a logistic regression over the MNIST dataset for image classification to learn the basics about Pytorch.

Find the self-contained interactive jupyter notebook version here: https://goo.gl/85ZwJV

sequence-classification

A tutorial for sentence classification using a bidirectional LSTM over the Large IMDB Movie Review dataset.

Find the self-contained interactive jupyter notebook version here: https://goo.gl/CsrMRb