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Goals

  • Learn how to create and run QM Psi4 calculations with QCArchive
  • Visualize results from QM calculations
  • Train ML models on computed QM data through QCMLForge

Setup

Create the conda environment through:

conda env create -f environment.yml

Activate the environment:

conda activate p4_qcml

Tutorials

The QCArchive+Psi4+QCMLForge on Cybershuttle is provided in demo.ipynb. A local resource version is available as demo_local.ipynb.

About

This demo demonstrates how to run psi4 caclucations on interaction energy datasets to then construct AP-Net models through HPC resources. While the specific example creates a poorly performing model because of limited data, the exact workflow can be scaled on any your own desired dataset.

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