DrugReflector source code
Authors/Creators
Description
DrugReflector is an ensemble of three multi-layer perceptron classifiers trained on Connectivity Map (CMap) transcriptional signatures to predict compound classes.
This accession contains a stable, frozen release DrugReflector's source code. The most up-to-date version can be accessed on github at: https://github.com/Cellarity/drugreflector . This version may be less stable, but will contain any patches or additional functionality requested or implemented by the community.
As described in the included README.md, you must first load the model checkpoints. These can be found on Zenodo at accession 10.5281/zenodo.16912445
Sample input transition signatures, as described in the accompanying paper, are available at 10.5281/zenodo.16921906
Files
Files
(29.1 kB)
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md5:3552b4ac7921bf15392c81ec294c1dee
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Additional details
Related works
- Is supplemented by
- Dataset: 10.5281/zenodo.16912445 (DOI)
- Dataset: 10.5281/zenodo.16921906 (DOI)
Software
- Repository URL
- https://github.com/Cellarity/drugreflector/
- Programming language
- Python
- Development Status
- Active