mwburke
Machine learning, generative art, game development, funky music.
@squareupSan Francisco Bay Area, CA
Pinned Repositories
art-utils
Utilities for creating generative art in python
bandits
Exploring some common bandit algorithms
cluster-stability
Python implementation of a cluster stability paper with goal of finding true number of clusters in unsupervised dataset
codenames-clue-generator
Experimental python research into automated clue generation for the game Codenames
ds-resources
Helpful resources for various data-science/web/other coding related things
mwburke.github.io
Repository for personal website/blog
population-stability-index
Python implementation of the population stability index (PSI)
RLevator
Farama gymnasium environment for reinforcement learning-based elevator control
xgboost-python-deploy
Deploy XGBoost trained models in pure python
stargazer
Python implementation of the R stargazer multiple regression model creation tool
mwburke's Repositories
mwburke/population-stability-index
Python implementation of the population stability index (PSI)
mwburke/xgboost-python-deploy
Deploy XGBoost trained models in pure python
mwburke/bandits
Exploring some common bandit algorithms
mwburke/mwburke.github.io
Repository for personal website/blog
mwburke/RLevator
Farama gymnasium environment for reinforcement learning-based elevator control
mwburke/art-utils
Utilities for creating generative art in python
mwburke/generative-art
Website for random generative art stuff
mwburke/gridlocked-game
Gridlocked unity car puzzle game
mwburke/unity-crystals-test
Testing procedural mesh generation in Unity using crystals as an example
mwburke/unity-flowfield-tutorial
mwburke/codenames-clue-generator
Experimental python research into automated clue generation for the game Codenames
mwburke/japan-generative-art
mwburke/pymc-wrapper
Wrapper library to increase simplicity and reusability of PyMC models
mwburke/bird-bomber-game
Unity game where a bird poops on things
mwburke/crapshoot
mwburke/deep-rl-udacity-projects
Personal repo for deep reinforcement learning nanodegree from udacity
mwburke/drag-and-drop-tutorial-quill18
Code from a tutorial by Quill18 on implementing drag and drop interfaces for cards.
mwburke/drift-tolerance
Jupyter notebook to explore your personal preference for drift tolerance based on the PSI metric
mwburke/famolympics
The official website of the Burke yearly famolympics
mwburke/farm-wars-poc
Unity game prototype
mwburke/idyll-test-pumpkin
Testing idyll lang with a friend's pumpkin tasting survey
mwburke/mwburke
Personal repository for the profile README
mwburke/packet-routing
Example project of integer/linear optimization to create a policy that optimally routes packets to vendors
mwburke/pokepalettes
Web scraping of gen 1 pokemon images and extraction of color palettes
mwburke/polycutter
An interactive polygon cutting site to mess around with
mwburke/simplexnoise
Python implementation of 3d simplex noise, updated for tensorflow 2.0
mwburke/spiraloops
Looping spiral art in python with interactive jupyter notebook
mwburke/Splatoon-Ink
Recreating the Ink System from Splatoon
mwburke/unity-2048-simple
Simple 2048 game in Unity based on a tutorial
mwburke/unity-deconstructing-darkness-tutorial