espaloma.data.normalize.DatasetNormalNormalize

class espaloma.data.normalize.DatasetNormalNormalize(dataset)[source]

Bases: espaloma.data.normalize.BaseNormalize

Normalizing operation based on a dataset of molecules, assuming parameters having normal distribution.

Parameters

dataset (espaloma.data.dataset.Dataset) – The dataset we base on to calculate the statistics of parameter distributions.

Variables

  • norm (normalize function) –

  • unnorm (unnormalize function) –

__init__(dataset)[source]

Methods

__init__(dataset)