hippynn

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The hippynn python package.

settings

Values for the current hippynn settings. See Library Settings for a description.

Modules

custom_kernels

Custom Kernels for hip-nn interaction sum.

databases

Organized datasets for training and prediction.

experiment

Functions for training.

graphs

Graph objects in hipppynn.

interfaces

hippynn currently has interfaces to the following other codes:

layers

Pytorch modules that represent composable pieces of models.

networks

Composite pytorch modules that represent larger models.

optimizer

Functionality for Batch geometry optimization of configurations under a potential energy surface..

plotting

Facilities for plotting data during validation/test evaluations.

pretraining

Things to do before training, i.e. initialization of network and diagnostics.

tools

Misc.