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PySCF with auto-differentiation

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sunqm/pyscfad

 
 

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PySCF with Auto-differentiation

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Installation

  • To install the latest release, run:
pip install pyscfad
  • To install the CUDA compatible version, run:
pip install pyscfad[cuda12]
  • To install the development version, run:
pip install git+https://github.com/fishjojo/pyscfad.git

The dependent C library pyscfadlib can be compiled from source following the instruction here.

pyscfad depends on numpy, scipy, pyscf>=2.3.0, pyscfadlib>=0.1.4, and jax==0.4.35.

Citing PySCFAD

The following paper should be cited in publications utilizing the PySCFAD program package:

Differentiable quantum chemistry with PySCF for molecules and materials at the mean-field level and beyond, X. Zhang, G. K.-L. Chan, J. Chem. Phys., 157, 204801 (2022)

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  • C 65.4%
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