Seth Billiau's repositories
FeatureImportance
Code for "Permutation Feature Importance for ML Interpretability from Scratch"
MiniML_interpreter
MiniML is a Turing-complete, OCaml-like language (or metacurricular interpreter) written to support basic algebraic operation and datatypes.
circular-coupling
Illustrating Circularly Coupled MCMC from Radford Neal's “Circularly-Coupled Markov Chain Sampling.”
courseenrollment
Course Enrollment Code
MLworkshop
Intro to ML Workshop prepared in March 2021 for HODP.
pCR_classification
Using ANNs, Random Forests, and XGBoost techniques to predict pathological complete response (pCR) from gene expression.
seths_portfoliodown_website
My attempt to make a data science portfolio with portfoliodown.
kentcountyvotes
QGIS webmap of November 6, 2018, election results in partisan races in Kent County, Michigan.
mental-health-tech
Visualizing the culture surrounding mental health in the tech industry with D3.js.
spotify_playlists
Generating Spotify playlists from a "cold start" using content-based filtering.
three_pointers
Analyzing Trends in the NCAA 3 Point Shooting from 2003 to 2019 using Hierarchical linear modeling in R.
covid_survey
HODP COVID-19 Survey Article visualizations
CS171_DesignSprint
CS171 DesignSprint1
facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
facial-recognition
Repo for Cakes and Tensors Facial Recognition Project.
HarvardOpenData.github.io
Harvard's first open data catalog
heartdisease
Predicting the 10-year risk of future coronary heart disease on residents of the town of Framingham, MA
HODP-styleguide
Custom-made ggplot2 style guide for Harvard Open Data Project Data Viz.
ivyleague_mbb2020
2020 Ivy League Men’s Basketball statistics with interactive visualizations for easy comparison. Written in RShiny.
jetson-containers
Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
models_app
Models app for Spotify Project
nflwinbot
Bot that tweets NFL win probabilities
Rbootcamp
Intro to datatypes, functions, data analysis, visualization, and linear regression with examples using ggplot2 and plotly.
SethsTheme
R package with Seth's custom ggplot2 theme
SportsAnalytics
Sports Analytics
ty_graphics
Graphcs for Thank you Frequencies Article