plger/pipeComp: pipeComp pipeline benchmarking framework

A simple framework to facilitate the comparison of pipelines involving various steps and parameters. The `pipelineDefinition` class represents pipelines as, minimally, a set of functions consecutively executed on the output of the previous one, and optionally accompanied by step-wise evaluation and aggregation functions. Given such an object, a set of alternative parameters/methods, and benchmark datasets, the `runPipeline` function then proceeds through all combinations arguments, avoiding recomputing the same step twice and compiling evaluations on the fly to avoid storing potentially large intermediate data.

Getting started

Package details

Bioconductor views Clustering DataRepresentation GeneExpression Transcriptomics
Maintainer
LicenseGPL
Version1.5.0
URL https://doi.org/10.1186/s13059-020-02136-7
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("plger/pipeComp")
plger/pipeComp documentation built on Nov. 2, 2021, 8:40 p.m.