/tools/clamp

clamp

ml-jku/clamp

109 stars11 forksPythonWebsiteAdded February 4, 2026
summary

CLAMP is a tool designed to enhance activity prediction models in drug discovery by leveraging natural language processing. It predicts relevant molecules based on textual descriptions of bioassays, enabling few-shot and zero-shot learning in the context of molecular properties.

description

Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language

topics

assay-modelingcheminformaticscontrastive-learningdrug-discoverymachine-learningqsarzero-shot

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