June, 2019

IGA VAE Music Machine

A web-app that let's users explore the latent space of the Magenta musicVAE model with an Interactive Genetic Algorithm.

JS tensorflow music genetic algorithm View Source

December, 2018

Relational Networks Pytorch

A clean, readable and reusable implementation of Relational Networks as proposed by Santoro et. al. in PyTorch.

ML pytorch Deep Learning View Source

November, 2017

#gottago app

A React Native Prototype for a map based events app in Seoul, Korea. Developed as part of a class project in collaboration with Naver.

react mobile design View Source

August, 2017

Moral Car

A django platform that surveys users about their preference for complex accident scenarios and creates a model of their preference behavior according to different novel techniques (including genetic…

ML django sklearn genetic algorithm

April, 2017

AFKMC2

An sklearn compatible python package that implements and explores improvements for a new efficient algorithm to estimate nearly ideal seeding values for KMeans using Markov Chain Monte Carlo methods.

ML python sklearn View Source

August, 2016

Wagtail Visual Diff

A django-wagtail plugin to create diffs when CMS pages are revised and send a summary of field changes and visual changes to Slack.

django slack View Source