Giter VIP home page Giter VIP logo

pormr / fcoex Goto Github PK

View Code? Open in Web Editor NEW

This project forked from csbl-usp/fcoex

0.0 0.0 0.0 9.49 MB

The fcoex package implements an easy-to use interface to co-expression analysis based on the FCBF (Fast Correlation-Based Filter) algorithm. it was implemented especifically to deal with single-cell data. The modules found can be used to redefine cell populations, unrevel novel gene associations and predict gene function by guilt-by-association.

R 100.00%

fcoex's Introduction

fcoex

A package for FCBF-based coexpression analysis of single cell data.

The fcoex package implements an easy-to use interface to co-expression analysis based on the FCBF (Fast Correlation-Based Filter) algorithm. The package structure is adapted from the CEMiTool package, relying on visualizations and code designed and written by CEMiTool's authors.

Installing the package

Bioconductor

fcoex is now on Bioconductor (https://bioconductor.org/packages/fcoex/)

To install it, just run:`


if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install(version='devel')

BiocManager::install("fcoex")

Development version

It is also possible to install the current, development version from source code using devtools.

Modifications from version on Bioconductor:

  • fc@adjacency returned previously a trimmed version of the adjacency matrix. Now it returns a full, weighted adjacency matrix.
  • fc@adjacency_trimmed now returns the trimmed adjacency matrix.

install.packages(devtools)
devtools::install_github(repo = "csbl-usp/fcoex", ref="devel")

fcoex's People

Contributors

lubianat avatar nturaga avatar csbl-usp avatar pormr avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.