Published October 28, 2015
| Version v1
Software
Open
Training Distribution Matching (TDM) R Package
Creators
- 1. Geisel School of Medicine at Dartmouth
- 2. Perelman School of Medicine, University of Pennsylvania
Description
This R package implements Training Distribution Matching (TDM) as described in Thompson et al. (submitted). TDM is a normalization technique that allows machine learning models built for one platform for gene expression measurement (e.g. microarrays) to be applied to a different platform (e.g RNA-sequencing). The companion repository (see "related") provides analytical code used to evaluate this method.
Files
TDM-0.9.9.zip
Files
(2.5 MB)
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Additional details
Related works
- Cites
- 10.5281/zenodo.32851 (DOI)