Iain Carmichael's repositories
SimpleParsing
Simple, Elegant, Typed Argument Parsing with argparse
idc9.github.io
Personal website
lightning
Deep learning framework to train, deploy, and ship AI products Lightning fast.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
HistomicsTK
A Python toolkit for pathology image analysis algorithms.
explore
tools for exploratory data analysis
fclsp
Folded concave Laplacian spectral penalization.
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)
andersoncd
Implementation of Anderson acceleration of coordinate descent.
mvmm_sim
Reproduces the simulations from Carmichael, 2020.
mvlearn
Python package for multi-view machine learning
breast_cancer_image_analysis
Reproduces the analysis from Carmichael et al. 2019
graspy
Python package for graph statistics
diproperm
DiProPerm for high dimensional hypothesis testing.
what_the_cluster
Python implementation of some algorithms to determine the "optimal" number of clusters
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
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/
courtlistener
A free and powerful system for awareness and research of the American judicial system.
word_embed_tutorial
tutorial on getting started with word embeddings in python using Supreme Court opinions
ds_tutorials
data science tutorials