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A comprehensive and customizable R package for microbiome analysis.
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vallenderlab/MicrobiomeR
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An R package for microbiome analysis that incorporatesphyloseq,metacoder,taxa, andmicrobiome in order to standardize and simplify common microbiome workflows.
We are currently not on CRAN or Bioconductor:
library(devtools)# Load the devtools packageinstall_github("vallenderlab/MicrobiomeR")# Install the package
Please visithttps://microbiomer.vallenderlab.org/ for extensive documentation of the package.
- Standardization of data wrangling.
- Phyloseq for data import.
- Taxa for the primary data object (Taxmap).
- Proprietary data formatting and validation.
- Phyloseq inspired filtering for
taxa::taxmap
objects.- Metacoder/taxa for mainstream filtering.
- Proprietary basic filtering for samples, taxonomies, and OTUs.
- Proprietary advanced filtering (phyloseq-style).
- Other Proprietary filtering functions for observation data.
- Metacoder enabled statistical analysis functions.
- Various visualization options.
- Output Directories
- Color Palettes
- Heat Trees
- Correlation Plots
- Stacked Bar Plot
- Alpha Diversity Plot
- Ordination Plot
- Our code style is based on Google's R style developed by Hadley Wickham.
- Please note that the
MicrobiomeR
project is released with aContributor Code of Conduct. By contributing to this project, you agree to abide by its terms. - View ourcontributing documentation for more details.
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A comprehensive and customizable R package for microbiome analysis.
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