keitakurita

Practical_NLP_in_PyTorch. A repository containing tutorials for practical NLP using PyTorch

practical-torchtext. A set of tutorials for torchtext

Better_LSTM_PyTorch. An LSTM in PyTorch with best practices (weight dropout, forget bias, etc.) built-in. Fully compatible with PyTorch LSTM.

twitter-past-crawler. A crawler that can accumulate past tweets without the twitter API

jupyter-slack-notify. A magic command for notifications via slack

contextual_embedding_bias_measure. Code for the paper "Measuring Bias in Contextualized Word Representations"

robust_toxicity_detection. Code for the paper "Towards Robust Toxic Content Detection"

attention-is-all-you-need-pytorch. A PyTorch implementation of the Transformer model in "Attention is All You Need".

vim. vim related file (strictly personal)

torchtable. Data handling utilities for tabular/structured data in PyTorch

fastai. The fastai deep learning library, plus lessons and and tutorials

go_wordpiece. Golang implementation of wordpiece tokenization

fairseq. Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

xgboost_analyzer. Tools for peeking into trained xgboost models

text. Data loaders and abstractions for text and NLP

keitakurita.github.io. Code that'll help you kickstart a personal website that showcases your work as a software developer.

Spring2018. The repository for the CMU Interactive Data Science course.