Oufattole's repositories
meds-interp
Interpreting embeddings from MEDS data
scriptprof
Script profiling made a teensy weensy bit simpler.
oufattole.github.io
Personal Website
CTGAN
Conditional GAN for generating synthetic tabular data.
SDV
Synthetic Data Generation for tabular, relational and time series data.
pycaret_store_boruta
An open-source, low-code machine learning library in Python
bird-data
analyze bird migration data
ballet-fragile-families
Collaborating to solve the Fragile Families Challenge using the Ballet framework
smolyak
Implementation of smolyak cubature and benchmarking against MC integrators and adaptive cubature.
Origin-Destination-Cost-Matrix
Using ARCGIS Desktop 10.8, calculate origin destination cost matrix.
Graph-3D-Orbits
Graph 3D Orbits using matplotlib and the AMUSE Astronomy library. (You probably want to do this on a linux machine as you may run into trouble installing AMUSE otherwise)
allstate-kaggle
Testing how synthetic data generation can improve regression on https://www.kaggle.com/c/allstate-claims-severity
HR-Attrition
Will they stay or will they go? Predicting whether employees will leave + why.
noshows
Predicting no-shows from appointment data
Adobe-Symbol-Encodings-to-Unicode
Adobe Symbol Encoding is a pain in the booty, so here's a python tool that converts Adobe Encoded chars to Unicode
matter-js
a 2D rigid body physics engine for the web ▲● ■
Potuino
Person and Object Tracker reader and web client
Tier-Calculator
Tier Calc
jquery.ripples
Add a water ripple effect to your background using WebGL.