Iain Carmichael's repositories
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
word_embed_tutorial
tutorial on getting started with word embeddings in python using Supreme Court opinions
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/