Published October 23, 2025 | Version v1
Software Open

DrugReflector source code

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

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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