Light

Matthew Burke photo

mwburke Goto Github PK

followers: 48.0 following: 34.0 repos: 35.0 gists: 3.0

Name: Matthew Burke

Type: User

Company: @squareup

Bio: Machine learning, generative art, game development, funky music.

Location: San Francisco Bay Area, CA

Blog: mwburke.github.io

Hi, I'm Matthew Burke

I'm a machine learning engineer who is interested in a lot of things like generative art (check me out on instagram) and game development. I have a blog at mwburke.github.io where I write about them sometimes.

A few things I have made

PyMC Wrapper: a wrapper utility to make PyMC models simpler and quicker to deploy with accompanying blog post
RLevator: a Gymnasium (successor to OpenAI Gym) environment to model elevator control
Codenames Clue Generator: tool to generate clue ideas for the game Codenames using semantic similarity with accompanying blog post
Multi-Armed Bandits Exploration: exploration of several methods to learn in a MAB environment and accompanying blog post with UCB visualization.
Stargazer: simple python port of the R stargazer regression results formatting tool
Pure Python XGBoost Prediction Library: a dependency free way to run XGBoost predictions using pure python

Matthew Burke's Projects

art-utils

Utilities for creating generative art in python

azure-tdsp-projecttemplate

Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

bandits

Exploring some common bandit algorithms

bird-bomber-game

Unity game where a bird poops on things

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

crapshoot

deep-rl-udacity-projects

Personal repo for deep reinforcement learning nanodegree from udacity

drag-and-drop-tutorial-quill18

Code from a tutorial by Quill18 on implementing drag and drop interfaces for cards.

drift-tolerance

Jupyter notebook to explore your personal preference for drift tolerance based on the PSI metric

ds-resources

Helpful resources for various data-science/web/other coding related things

ds-tools-2017-slopegraph

Slopegraph for data science tools comparing 2016 to 2017

famolympics

The official website of the Burke yearly famolympics

farm-wars-poc

Unity game prototype

generative-art

Website for random generative art stuff

gridlocked-game

Gridlocked unity car puzzle game

idyll-test-pumpkin

Testing idyll lang with a friend's pumpkin tasting survey

japan-generative-art

mwburke

Personal repository for the profile README

mwburke.github.io

Repository for personal website/blog

pokepalettes

Web scraping of gen 1 pokemon images and extraction of color palettes

polycutter

An interactive polygon cutting site to mess around with

population-stability-index

Python implementation of the population stability index (PSI)

position-normalized-ctr

Expectation-maximization algorithm to estimate ad-query click-through rates normalized by ad position

pymc-wrapper

Wrapper library to increase simplicity and reusability of PyMC models

rlevator

Farama gymnasium environment for reinforcement learning-based elevator control

simplexnoise

Python implementation of 3d simplex noise, updated for tensorflow 2.0

sklearn-utilities

Various scikit-learn transformer utilities for ML projects

spiraloops

Looping spiral art in python with interactive jupyter notebook

splatoon-ink

Recreating the Ink System from Splatoon

1
2

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.