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Julian Law's Projects

brightwork icon brightwork

This workshop was given as an introduction to using python for scientific and other data intensive purposes. The examples are related to bench top laboratory data analysis. The speaker is Shane Neeley, a bioengineering masters student at Rice University and it was hosted by Brightwork CoResearch, an independent research and entrepreneurship facility in Houston, Texas.

core icon core

Open source Dota 2 data platform

dota2-match-prediction icon dota2-match-prediction

Data Science Capstone Project: Predicting professional Dota 2 match outcomes based on the draft.

dota2-predictor icon dota2-predictor

Tool that predicts the outcome of a Dota 2 game using Machine Learning

get-em icon get-em

Dota 2 Match Prediction & Draft Analysis

getem icon getem

Dota 2 predictions Capstone Project

hero2vec icon hero2vec

ML models to predict the outcome of an Overwatch game

od-python icon od-python

This project is generated for OpenDota api using swagger.

pydata-book icon pydata-book

Materials for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

ratings_talk icon ratings_talk

Companion code to my Pydata 2019 talk. Slides here: https://docs.google.com/presentation/d/1S5v9D31vpsr22efMSSCO6hmN2SQNCIqKG7JyGzUSzeI/edit?usp=sharing

s2client-proto icon s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

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