malt.agents.assayer.DatasetAssayer

class malt.agents.assayer.DatasetAssayer(dataset: malt.data.dataset.Dataset)[source]

Bases: malt.agents.assayer.Assayer

Simulated assayer based on dataset.

Parameters: dataset (Dataset)

assay(dataset)[source]: Assay a dataset (persumably without y).

Examples

>>> import malt
>>> dataset = malt.data.collections.linear_alkanes(5)
>>> dataset_assayer = malt.agents.assayer.DatasetAssayer(dataset)
>>> assayed_dataset = dataset_assayer.assay(dataset)
>>> assert assayed_dataset == dataset

__init__(dataset: malt.data.dataset.Dataset)[source]

Methods

`__init__`(dataset)
`assay`(dataset[, by])	Assay based on a given dataset.

assay(dataset, by=['y'])[source]

Assay based on a given dataset.

Parameters: dataset (Dataset) – Dataset to assay.
Returns: dataset – Assayed dataset, with all y annotated.
Return type: Dataset