/tools/smiles-transformer
smiles-transformer
DSPsleeporg/smiles-transformer
352 stars64 forksJupyter NotebookAdded February 4, 2026
summary
The SMILES Transformer is a tool that extracts molecular fingerprints from SMILES representations of chemical molecules. It utilizes a transformer architecture to learn latent representations useful for various downstream tasks in drug discovery.
description
Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.
topics
deep-learningcheminformaticspythontransformerchemistrypytorch
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