Matt Mulholland's Projects
An open-source NLP research library, built on PyTorch.
Try to make some "awesome" Rust extensions for Python
Repository of Bob Dylan's Lyrics
Follow along with course at https://fullstackopen.com/
Easily map Python functions onto a cluster using a DRMAA-compatible grid engine like Sun Grid Engine (SGE).
README
Personal website
Multi Model Server is a tool for serving neural net models for inference
Implementation of Lox interpreter based on http://www.craftinginterpreters.com interpreter tutorial
Python tutorial via actually using Python to do things
System for scraping video game review data from Steam and analyzing the data in terms of NLP features and other attributes, such as hours played by reviewer, number of times the review was marked helpful, etc. The end result is to enable machine learning experiments with the collected data/features.
spaCy demo + mini Cython demo
Video game review datasets scraped from the Steam website (http://store.steampowered.com/). Data includes review text, number of hours that the reviewer played the game, number of friends, groups, etc.
Contains the suicide/non-suicide lyrics corpus, feature values, scripts, etc, used in the paper, "Suicidal Tendencies: The Automatic Classification of Suicidal and Non-Suicidal Lyricists Using NLP" by Matt Mulholland and Joanne Quinn, which will be presented and published as part of IJCNLP 2013.
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
Following along with the tutorials on TensorFlow that are available via the TensorFlow homepage.
A tutorial/demo on Linux basics, like navigation, file viewing, sed, awk, grep, etc.