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Martin Sill's Projects

barnard icon barnard

Barnard's unconditional test for 2x2 contingency tables

boruta icon boruta

:exclamation: This is a read-only mirror of the CRAN R package repository. Boruta — Wrapper Algorithm for All Relevant Feature Selection. Homepage: https://gitlab.com/mbq/Boruta/ Report bugs for this package: https://gitlab.com/mbq/Boruta/-/issues

boruta-shap icon boruta-shap

A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

conumee icon conumee

This is a read-only mirror of the Bioconductor SVN repository. Package Homepage: http://bioconductor.org/packages/devel/bioc/html/conumee.html Bug Reports: https://support.bioconductor.org/p/new/post/?tag_val=conumee.

labs icon labs

Scripts for HarvardX courses: PH525x

mcpan icon mcpan

Multiple comparisons using normal approximation

mgmtstp27 icon mgmtstp27

Automatically exported from code.google.com/p/mgmtstp27

ml4calibrated450k icon ml4calibrated450k

This is a companion repository for the article "Comparative analysis of machine learning classifiers and calibration algorithms for estimating class probabilities for personalized cancer diagnostics on DNA methylation microarray data"

monod2 icon monod2

MONOD2 is a toolkit for methylation haplotype analysis of bisulfite sequencing data

music icon music

Multi-subject Single Cell Deconvolution

ncvreg icon ncvreg

Regularization paths for SCAD- and MCP-penalized regression models

randomforest icon randomforest

:exclamation: This is a read-only mirror of the CRAN R package repository. randomForest — Breiman and Cutler's Random Forests for Classification and Regression. Homepage: https://www.stat.berkeley.edu/~breiman/RandomForests/

ranger icon ranger

A Fast Implementation of Random Forests

resume icon resume

Resume/CV template using RMarkdown and LaTeX

rfpurify icon rfpurify

RF model and functions to estimate tumor purity using methylation data

rtsne icon rtsne

R wrapper for Van der Maaten's Barnes-Hut implementation of t-Distributed Stochastic Neighbor Embedding

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