jsuarez5341 Goto Github PK

arch-linux-scripts

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

attention

coin-reader

Very old MATLAB project for counting coins. Part of my inspiration to study computer vision.

config

Configuration for work tools

ddrprog

Source code for DDRprog

edlbc-paper-implementations

efficient-dynamic-batching

Solves AI, transcends reality, infiltrates your mind

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.

gan-mnist-pytorch

Generating Digits with Pytorch

gan-you-do-the-gan-gan

Yes you GAN!

gitignore

A collection of useful .gitignore templates

jsuarez5341.github.io

Personal Page

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.

logistic-regression

Matlab implementation of logistic regression with an emphasis on visual representation of decision boundaries. Mainly an instructive tool for first time students to accompany my miniature machine learning course

nfq

Toy Neural Fitted Q Learning Implementation

nlc

Neural Language Correction implemented on Tensorflow

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

pettingzoo

Gym for multi-agent reinforcement learning

pimglib

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

pokemonredexperiments

Playing Pokemon Red with Reinforcement Learning

pytorch-dqn

DQN implementation in pytorch

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

recurrent-highway-hypernetworks-nips

Cleaned original source code from my NIPS publication

runelite

Open source Old School RuneScape client

vr-glove

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