espaloma.data.normalize.DatasetLogNormalNormalize

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

Bases: BaseNormalize

Normalizing operation based on a dataset of molecules, assuming parameters having log 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)