baybe.utils.validation

Validation utilities.

Module Attributes

finite_float(self, attribute, value)	Validator for finite (i.e., non-nan and non-infinite) floats.
non_nan_float(self, attribute, value)	Validator for non-nan floats.
non_inf_float(self, attribute, value)	Validator for non-infinite floats.

Functions

finite_float(self, attribute, value)	Validator for finite (i.e., non-nan and non-infinite) floats.
non_inf_float(self, attribute, value)	Validator for non-infinite floats.
non_nan_float(self, attribute, value)	Validator for non-nan floats.
validate_not_nan(self, attribute, value)	Attrs-compatible validator to forbid 'nan' values.
validate_parameter_input(data, parameters[, ...])	Validate input dataframe columns corresponding to parameters.
validate_target_input(data, targets)	Validate input dataframe columns corresponding to targets.