Fancy
This is the development version of Fancy; to use it, please install the devel version of Bioconductor.
Frequency and Nonlinear Correlation Hybrid Network Inference
Bioconductor version: Development (3.24)
Infers microbial co-abundance networks by combining mutual information (via MRNET) and distance correlation into a single hybrid edge score. Bootstrap resampling provides frequency-based confidence, and a weighted scoring function ranks edges for downstream module analysis. Designed for metagenome-assembled genome (MAG) count tables.
Maintainer: Wanxin Lai <wanxin.graceca at gmail.com>
citation("Fancy")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")
BiocManager::install("Fancy")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("Fancy")| Fancy workflow | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | Metagenomics, Microbiome, Network, NetworkInference, Software, StatisticalMethod |
| Version | 0.99.4 |
| In Bioconductor since | BioC 3.24 (R-4.6) |
| License | GPL (>= 3) |
| Depends | R (>= 4.5.0) |
| Imports | minet, compositions, energy, knnmi, snowfall, methods, dplyr, tidyr, purrr, readr, rlang, tibble, stringr, graphics, stats, utils |
| System Requirements | |
| URL | https://github.com/wala-github/Fancy |
| Bug Reports | https://github.com/wala-github/Fancy/issues |
See More
| Suggests | BiocStyle, knitr, rmarkdown, testthat (>= 3.0.0), ggplot2, igraph, magick |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | Fancy_0.99.4.tar.gz |
| Windows Binary (x86_64) | |
| macOS Binary (big-sur-x86_64) | Fancy_0.99.4.tgz |
| macOS Binary (sonoma-arm64) | |
| Source Repository | git clone https://git.bioconductor.org/packages/Fancy |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/Fancy |
| Bioc Package Browser | https://code.bioconductor.org/browse/Fancy/ |
| Package Short Url | https://bioconductor.org/packages/Fancy/ |
| Package Downloads Report | Download Stats |