davidaknowles
Machine learning and functional genomics. @david_a_knowles
New York Genome Center//Columbia University
Pinned Repositories
dox
Determining the genetic basis of anthracycline-cardiotoxicity by molecular response QTL mapping in induced cardiomyocytes
dpvc
Dirichlet Process Variable Clustering
eagle
An R package for detecting Gene-by-Environment (GxE) interaction effects on the transcriptome using Allele Specific Expression quantified from RNA-seq
gamma_sgvb
gprn
Gaussian Process Regression Network code
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
pydt
Pitman Yor diffusion tree sampler
suez
R package for mapping response-expression QTLs
tensor_gp
Code for Tensor Gaussian Process Regression for predicting drug combination synergy, developed for the AstraZeneca-Sanger Drug Combination Prediction DREAM Challenge 2015: https://www.synapse.org/#!Synapse:syn4231880/wiki/235645
tf_net
A custom conv net for the DREAM ENCODE challenge
davidaknowles's Repositories
davidaknowles/gprn
Gaussian Process Regression Network code
davidaknowles/tf_net
A custom conv net for the DREAM ENCODE challenge
davidaknowles/dox
Determining the genetic basis of anthracycline-cardiotoxicity by molecular response QTL mapping in induced cardiomyocytes
davidaknowles/tensor_gp
Code for Tensor Gaussian Process Regression for predicting drug combination synergy, developed for the AstraZeneca-Sanger Drug Combination Prediction DREAM Challenge 2015: https://www.synapse.org/#!Synapse:syn4231880/wiki/235645
davidaknowles/gamma_sgvb
davidaknowles/dpvc
Dirichlet Process Variable Clustering
davidaknowles/epidiff
davidaknowles/nsfa
Nonparametric Bayesian Sparse Factor Analysis
davidaknowles/cluster_expression
Code to cluster genes based on expression probabilities from DESeq2 using a beta mixture model.
davidaknowles/dplyr
dplyr: A grammar of data manipulation
davidaknowles/edward_BetaBinomial
Beta binomial likelihood for Edward
davidaknowles/kbroman.github.io
Karl Broman's website
davidaknowles/lc_conda
davidaknowles/leafcutter_conda
davidaknowles/LOBICO
Fork of LOBICO with some installation details
davidaknowles/pivus
davidaknowles/sasquat
Spike-And-Slab QUick-And-Tricky
davidaknowles/sherlock-notes
davidaknowles/singleCellSeq
davidaknowles/Surprise
A Python scikit for building and analyzing recommender systems
davidaknowles/tf_unet
Generic U-Net Tensorflow implementation for image segmentation
davidaknowles/xaringan_bib
Proof of concept for printing bibtex references in Xaringan