Pinned Repositories
conumee-2
IlluminaHumanMethylationEPICv2manifest
mnp_training
DNA methylation-based classification of central nervous system tumours
resume
Resume/CV template using RMarkdown and LaTeX
RFpurify
RF model and functions to estimate tumor purity using methylation data
s4vd
s4vdpca
sample_size_diagnostic_test
Shiny app to calculate sample size for phase 2 studies: Retrospective validation of a binary test
mwsill's Repositories
mwsill/IlluminaHumanMethylationEPICv2manifest
mwsill/mnp_training
DNA methylation-based classification of central nervous system tumours
mwsill/RFpurify
RF model and functions to estimate tumor purity using methylation data
mwsill/s4vd
mwsill/conumee-2
mwsill/resume
Resume/CV template using RMarkdown and LaTeX
mwsill/sample_size_diagnostic_test
Shiny app to calculate sample size for phase 2 studies: Retrospective validation of a binary test
mwsill/c060
mwsill/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
mwsill/Boruta-Shap
A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
mwsill/computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
mwsill/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.
mwsill/dna-me-pipeline
DCC/DAC methylation pipeline source
mwsill/IlluminaHumanMethylationEPICmanifest
Biocondcutor package IlluminaHumanMethylationEPICmanifest based on MethylationEPIC_v-1-0_B4.csv
mwsill/machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
mwsill/mcibersort_scripts
scripts used for Grabovska et al methylCIBERSORT analysis
mwsill/mgmtstp27
Automatically exported from code.google.com/p/mgmtstp27
mwsill/minfi
Devel repository for minfi
mwsill/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"
mwsill/mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
mwsill/MONOD2
MONOD2 is a toolkit for methylation haplotype analysis of bisulfite sequencing data
mwsill/MuSiC
Multi-subject Single Cell Deconvolution
mwsill/ncvreg
Regularization paths for SCAD- and MCP-penalized regression models
mwsill/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/
mwsill/ranger
A Fast Implementation of Random Forests
mwsill/Rtsne
R wrapper for Van der Maaten's Barnes-Hut implementation of t-Distributed Stochastic Neighbor Embedding
mwsill/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
mwsill/vitae
R Markdown Résumés and CVs
mwsill/webr
mwsill/wsds2017