Joseph Suarez

Recurrent-Highway-Hypernetworks-NIPS. Cleaned original source code from my NIPS publication

Efficient-Dynamic-Batching. Solves AI, transcends reality, infiltrates your mind

gan-you-do-the-gan-gan. Yes you GAN!

GAN-MNIST-Pytorch. Generating Digits with Pytorch

NFQ. Toy Neural Fitted Q Learning Implementation

Arch-Linux-Scripts. A dump of all of my (non sensitive) scripts for automating tasks on my system.

noah-pufferlib. Simplifying reinforcement learning for complex game environments

DDRprog. Source code for DDRprog

Attention. Python

FFANN. Old but important project. Very general implementation of a feed forward artificial neural network in both Matlab and Python, tweakable via an easy config file. Note: you WILL have to muck with this to get it to run on your system: download MNIST, any related helper functions (or write them yourself), and tweak anything else still broken. None of this should matter: this code is meant to accompany my miniature machine learning course and give a starting point to students who are seeing this for the first time. However, if you do find specific errors, shoot me an email and I'll find time to fix them.

dota-map-coordinates. Custom game for dumping dota map entity coordinate data

gitignore. A collection of useful .gitignore templates

PImgLib. Python framework for quick cli manipulation of images including birghtness, flip, and rotate. Largely a wrapper for numpy.

Linear-Regression. A very old project from my first days in machine learning. However, the accompanying PDF provides a great intro for those just getting into ML. Search around my page and personal site for more resources.

VR-Glove. VR Glove. Calibrates to user. Allows binding of arbitrary commands via 4D nearest neighbor.

Config. Configuration for work tools