meridian.model.eda.eda_spec.EDASpec

A container for all user-configurable EDA check specs.

meridian.model.eda.eda_spec.EDASpec(
    *,
    aggregation_config: meridian.model.eda.eda_spec.AggregationConfig = dataclasses.field(default_factory=AggregationConfig),
    kpi_invariability_spec: meridian.model.eda.eda_spec.KpiInvariabilitySpec = dataclasses.field(default_factory=KpiInvariabilitySpec),
    pairwise_corr_spec: meridian.model.eda.eda_spec.PairwiseCorrSpec = dataclasses.field(default_factory=PairwiseCorrSpec),
    std_spec: meridian.model.eda.eda_spec.StandardDeviationSpec = dataclasses.field(default_factory=StandardDeviationSpec),
    vif_spec: meridian.model.eda.eda_spec.VIFSpec = dataclasses.field(default_factory=VIFSpec)
)

This object allows users to customize the behavior of the EDA checks by passing a single configuration object into the EDAEngine constructor, avoiding a large number of arguments.

aggregation_config A configuration object for custom aggregation functions.
kpi_invariability_spec A configuration object for the EDA KPI invariability check.
pairwise_corr_spec A configuration object for the EDA pairwise correlation check.
std_spec A configuration object for the EDA standard deviation check.
vif_spec A configuration object for the EDA VIF check.

Methods

__eq__

__eq__(
    other
)

Return self==value.