Iain Carmichael

Advanced
@idc9

Statistics + computational pathology

idc9.github.io/

law-net. code to analyze the legal citation network

25

optimization_algos. basic implementation of a bunch of optimization algorithms

13

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

12

mvdr. A python package for multi-view dimensionality reduction

10

stor390. Introduction to Data Science

9

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

9

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

5

r_jive. Implementation of AJIVE in R

4

breast_cancer_image_analysis. Reproduces the analysis from Carmichael et al. 2019

2

NetworkChangePoint. Nonparametric change point detection for growing trees and code to reproduce figures in Banerjee, Bhamidi and Carmichael, 2018

2

word_embed_tutorial. tutorial on getting started with word embeddings in python using Supreme Court opinions

2

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

1

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

1

course-materials. JavaScript

1

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

1

idc9.github.io. Personal website

1
16
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