/tools/AMPL
AMPL
ATOMScience-org/AMPL
144 stars72 forksJupyter NotebookAdded February 4, 2026
summary
The ATOM Modeling PipeLine (AMPL) is an open-source software pipeline that facilitates data curation, model building, and molecular property prediction to enhance in silico drug discovery efforts. It supports various machine learning techniques and has been benchmarked on extensive pharmaceutical datasets.
description
The ATOM Modeling PipeLine (AMPL) is an open-source, modular, extensible software pipeline for building and sharing models to advance in silico drug discovery.
topics
nci-doe-collaboration-capabilitypythonmachine-learningmath-physicsneural-networkchemistry-discoverychemistrycheminformatics
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