cgj-tang / metagenome_metabolome_prediction

Machine learning pipeline for predicting metabolite abundances from metagenomic features
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Metagenome-Metabolome Prediction Pipeline

This repository contains the code and data necessary to replicate a basic metagenome-metabolome prediction pipeline using random forest regression. Refer to metagenome_metabolome_pipeline.Rmd for a walkthrough of the analysis.

/data

R workspace images that are loaded into the R environment as the RMD file is knit.

/raw_data

Raw data files that are necessary to regenerate the pipeline.

/scripts

Code for various R functions for the pipeline.