seldonian.dataset.DataSet

class DataSet(num_datapoints, meta, regime, **kwargs)

Bases: object

__init__(num_datapoints, meta, regime, **kwargs)

Abstract base class for holding data and metadata. Agnostic to regime.

Parameters:

  • num_datapoints (int) – Number of data points in the dataset

  • meta (MetaData) – Metadata object

  • regime (str) – The category of the machine learning algorithm, e.g., “supervised_learning”, “reinforcement_learning”, or “custom”

__repr__()

Return repr(self).

Methods