Iain Carmichael's repositories
word_embed_tutorial
tutorial on getting started with word embeddings in python using Supreme Court opinions
breast_cancer_image_analysis
Reproduces the analysis from Carmichael et al. 2019
NetworkChangePoint
Nonparametric change point detection for growing trees and code to reproduce figures in Banerjee, Bhamidi and Carmichael, 2018
FalseConfidence
Code to reproduce figures in Carmichael and Williams, 2018
idc9.github.io
Personal website
what_the_cluster
Python implementation of some algorithms to determine the "optimal" number of clusters
andersoncd
Implementation of Anderson acceleration of coordinate descent.
courtlistener
A free and powerful system for awareness and research of the American judicial system.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
ds_tutorials
data science tutorials
HistomicsTK
A Python toolkit for pathology image analysis algorithms.
lightning
Deep learning framework to train, deploy, and ship AI products Lightning fast.
repro_homelessness_retention_atp
Reproduce the results of "Patient Characteristics and Retention Among Unhoused Patients Enrolled in a Low-Barrier-To Treatment Entry Opioid Agonist Program"
repro_lap_reg
Reproduces the result from the Laplacian regularization paper (Carmichael, 2021)
SimpleParsing
Simple, Elegant, Typed Argument Parsing with argparse
UNC_science_expo_2018
Interactive Shiny Applicatino in R to demonstrate the hazards of spurious correlations. App can be found at https://cbreen.shinyapps.io/final_app/