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andersoncd

Implementation of Anderson acceleration of coordinate descent.

breast_cancer_image_analysis

Reproduces the analysis from Carmichael et al. 2019

course-materials

courtlistener

A free and powerful system for awareness and research of the American judicial system.

datafest17

DataFest 2017

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

diproperm

DiProPerm for high dimensional hypothesis testing.

ds_tutorials

data science tutorials

explore

tools for exploratory data analysis

falseconfidence

Code to reproduce figures in Carmichael and Williams, 2018

fclsp

Folded concave Laplacian spectral penalization.

graspy

Python package for graph statistics

histomicstk

A Python toolkit for pathology image analysis algorithms.

idc9.github.io

Personal website

jackstraw

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

law-net

code to analyze the legal citation network

lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

mvdr

A python package for multi-view dimensionality reduction

mvlearn

Python package for multi-view machine learning

mvmm

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

mvmm_sim

Reproduces the simulations from Carmichael, 2020.

networkchangepoint

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

optimization_algos

basic implementation of a bunch of optimization algorithms

plot_ellipse

An easy-to-use function for plotting ellipses in Python 2.7 with matplotlib

py_jive

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

r_jive

Implementation of AJIVE in R

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

stor390

Introduction to Data Science