sethbilliau/SportsAnalytics

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Created almost 4 years ago
Updated over 3 years ago

sethbilliau/SportsAnalytics

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Sports Analytics

FeatureImportance

Code for "Permutation Feature Importance for ML Interpretability from Scratch"

Jupyter Notebook

MiniML_interpreter

MiniML is a Turing-complete, OCaml-like language (or metacurricular interpreter) written to support basic algebraic operation and datatypes.

MLworkshop

Intro to ML Workshop prepared in March 2021 for HODP.

Jupyter Notebook

circular-coupling

Illustrating Circularly Coupled MCMC from Radford Neal's “Circularly-Coupled Markov Chain Sampling.”

courseenrollment

Course Enrollment Code

f1

F1 Team Orders game application

pCR_classification

Using ANNs, Random Forests, and XGBoost techniques to predict pathological complete response (pCR) from gene expression.

Jupyter Notebook

genetics

An R Shiny app exploring population genetics through a series of interactive simulations, inspired by my summer work at University of Oxford with Dr. Andrew Berry.

seths_portfoliodown_website

My attempt to make a data science portfolio with portfoliodown.