/tools/ML4SMILES

ML4SMILES

Songyosk/ML4SMILES

12 stars1 forksPythonAdded February 4, 2026
summary

ML4SMILES is a tool designed for the automatic prediction of molecular properties by utilizing substructure vector embeddings within a feature selection workflow. It includes scripts for generating molecular descriptors, performing feature analyses, and optimizing predictive models, making it valuable for drug discovery and molecular property prediction.

description

Automatic Prediction of Molecular Properties Using Substructure Vector Embeddings within a Feature Selection Workflow

topics

drug-discoverymachine-learningmolecular-propertiessmilessmiles-strings

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