abacusai.drift_distributions

Classes

DriftDistributions

For either actuals or predicted values, how it has changed in the training data versus some specified window

Module Contents

class abacusai.drift_distributions.DriftDistributions(client, labelDrift={}, predictionDrift={}, bpPredictionDrift={})

Bases: abacusai.return_class.AbstractApiClass

For either actuals or predicted values, how it has changed in the training data versus some specified window

Parameters:

  • client (ApiClient) – An authenticated API Client instance

  • labelDrift (DriftDistribution) – A DriftDistribution describing column names and the range of values for label drift.

  • predictionDrift (DriftDistribution) – A DriftDistribution describing column names and the range of values for prediction drift.

  • bpPredictionDrift (DriftDistribution) – A DriftDistribution describing column names and the range of values for prediction drift, when the predictions come from BP.

label_drift
prediction_drift
bp_prediction_drift
deprecated_keys
__repr__()
to_dict()

Get a dict representation of the parameters in this class

Returns:

The dict value representation of the class parameters

Return type:

dict