mPloenzke/learnMotifs: Learn Nucleotide Motifs via Convolutions

Learn defining nucleotide sequence motifs by constrained convolutional filters. Filters represent information-content of motifs and may be initialized and fixed with database motif annotations. De novo motifs also measured with information-content and learned through weight constraints and regularization.

Getting started

Package details

AuthorMatthew Ploenzke
MaintainerMatthew Ploenzke <ploenzke@g.harvard.edu>
LicenseMIT + file LICENSE
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mPloenzke/learnMotifs")
mPloenzke/learnMotifs documentation built on May 27, 2019, 11:55 a.m.