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Joseph Marcus's Projects

alstructure icon alstructure

An R package that implements the ALStructure algorithm for estimating the admixture model of genetic population structure

ashr icon ashr

An R package for adaptive shrinkage

fiveminutestats icon fiveminutestats

A repo of short "vignettes" illustrating statistical concepts; http://stephens999.github.io/fiveMinuteStats/analysis/

flashier icon flashier

A faster and angrier package for EBMF. In progress.

freq_api icon freq_api

A REST API for geographically distributed allele frequency data

hgen48600 icon hgen48600

A graduate class for computational biologists on Inference and Models

latex-templates icon latex-templates

A collection of LaTeX templates used for research, courses, and miscellanea.

lfa icon lfa

logistic factor analysis

pcshrink icon pcshrink

A python package for correcting PCA prediction bias

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

proxfa icon proxfa

R package implementing a proximal gradient descent algorithm for fitting factor analysis with constraints

sisg_mcmc_course icon sisg_mcmc_course

Lecture notes for Eric Anderson and Matthew Stephens SISG course on MCMC for Statistical Genetics

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