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David A Knowles's Projects

aeropython icon aeropython

Classical Aerodynamics of potential flow using Python, for Prof. Barba's course at GW (1st version:Spring 2014, 2nd run:2015).

brie icon brie

BRIE: Bayesian Regression for Isoform Estimate in Single Cells

casopr icon casopr

Continuous Annotation-aware Shrinkage Of Polygenic Risk

cluster_expression icon cluster_expression

Code to cluster genes based on expression probabilities from DESeq2 using a beta mixture model.

dox icon dox

Determining the genetic basis of anthracycline-cardiotoxicity by molecular response QTL mapping in induced cardiomyocytes

dplyr icon dplyr

dplyr: A grammar of data manipulation

dpvc icon dpvc

Dirichlet Process Variable Clustering

eagle icon eagle

An R package for detecting Gene-by-Environment (GxE) interaction effects on the transcriptome using Allele Specific Expression quantified from RNA-seq

eagle1s icon eagle1s

Re-implementation of EAGLE using Stan.

eagle2 icon eagle2

Environment-ASE through Generalized LinEar modeling, v2

git-gud icon git-gud

Material for a presentation I gave on ramping up with Git.

gprn icon gprn

Gaussian Process Regression Network code

idg_dream icon idg_dream

Illuminating the Druggable Genome (IDG)-DREAM Challenge

lacrosse icon lacrosse

lacrosse: LAtent ChaRacteristics Of Small-molecule SEnsitivity. David A Knowles, Gina Bouchard, Sylvia Plevritis.

leafcutter icon leafcutter

Annotation-free quantification of RNA splicing. Yang I. Li, David A. Knowles, Jack Humphrey, Alvaro N. Barbeira, Scott P. Dickinson, Hae Kyung Im, Jonathan K. Pritchard

lobico icon lobico

Fork of LOBICO with some installation details

nsfa icon nsfa

Nonparametric Bayesian Sparse Factor Analysis

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