Iain Carmichael

law-net. code to analyze the legal citation network

optimization_algos. basic implementation of a bunch of optimization algorithms

py_jive. A data analysis package for high-dimensional, multi-block data.

mvdr. A python package for multi-view dimensionality reduction

stor390. Introduction to Data Science

ya_pca. Yet another PCA package. This one focuses on rank selection.

jackstraw. implements jackstraw methods in python test for associations between variables and systematic modes of variation discovered in the data.

r_jive. Implementation of AJIVE in R

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

what_the_cluster. Python implementation of some algorithms to determine the "optimal" number of clusters

FalseConfidence. Code to reproduce figures in Carmichael and Williams, 2018

course-materials. JavaScript

mvmm. Learning sparsity and block diagonal structure in multi-view mixture models.

idc9.github.io. Personal website