Package Recipe 'bioconductor-nempi'

recipe bioconductor-nempi

Inferring unobserved perturbations from gene expression data

Homepage:: https://bioconductor.org/packages/3.20/bioc/html/nempi.html
License:: GPL-3
Recipe:: /bioconductor-nempi/meta.yaml

Takes as input an incomplete perturbation profile and differential gene expression in log odds and infers unobserved perturbations and augments observed ones. The inference is done by iteratively inferring a network from the perturbations and inferring perturbations from the network. The network inference is done by Nested Effects Models.

package bioconductor-nempi¶

Versions:

1.18.0-0, 1.10.0-0, 1.8.0-0, 1.6.0-0, 1.2.0-0, 1.0.0-0

Depends:

on bioconductor-epinem >=1.34.0,<1.35.0
on bioconductor-mnem >=1.26.0,<1.27.0
on r-base >=4.5,<4.6.0a0
on r-e1071
on r-matrixstats
on r-naturalsort
on r-nnet
on r-randomforest

Additional platforms:

Installation¶

You need a conda-compatible package manager (currently either pixi, conda, or micromamba) and the Bioconda channel already activated (see Usage). Below, we show how to install with either pixi or conda (for micromamba and mamba, commands are essentially the same as with conda).

Pixi¶

With pixi installed and the Bioconda channel set up (see Usage), to install globally, run:

pixi global install bioconductor-nempi

to add into an existing workspace instead, run:

pixi add bioconductor-nempi

In the latter case, make sure to first add bioconda and conda-forge to the channels considered by the workspace:

pixi workspace channel add conda-forge
pixi workspace channel add bioconda

Conda¶

With conda installed and the Bioconda channel set up (see Usage), to install into an existing and activated environment, run:

conda install bioconductor-nempi

Alternatively, to install into a new environment, run:

conda create -n envname bioconductor-nempi

with envname being the name of the desired environment.

Container¶

Alternatively, every Bioconda package is available as a container image for usage with your preferred container runtime. For e.g. docker, run:

docker pull quay.io/biocontainers/bioconductor-nempi:<tag>

(see bioconductor-nempi/tags for valid values for <tag>).

Integrated deployment¶

Finally, note that many scientific workflow management systems directly integrate both conda and container based software deployment. Thus, workflow steps can be often directly annotated to use the package, leading to automatic deployment by the respective workflow management system, thereby improving reproducibility and transparency. Check the documentation of your workflow management system to find out about the integration.

Download stats¶

Link to this page¶

Render an badge with the following MarkDown:

[![install with bioconda](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat)](http://bioconda.github.io/recipes/bioconductor-nempi/README.html)