IBM / pychemex

Python library for Cheminformatics ML model explainability
Apache License 2.0
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H7: How do specific fragmetns contribute to the predicted property? #15

Open JJanowiak opened 3 years ago

JJanowiak commented 3 years ago

Select a molecule -> (1) Identify all MMPs based on the most common transformations. Compare the predicted difference and the actual difference accross the MMPs (2) Identify MMPs based on the molecule to "neutral" fragment transformation. Predict the target property for the identified molecules. Use the difference as an estimate of how much that fragment contributes to the prediction