validation

Tabular objects validation utilities.

Functions

model_type_validation(model)	Receive any object and check if it's an instance of a model we support.
validate_model(data, model)	Check model is able to predict on the dataset.
ensure_dataframe_type(obj)	Ensure that given object is of type DataFrame or Dataset and return it as DataFrame.
ensure_predictions_shape(pred, data)	Ensure the predictions are in the right shape and if so return them.
ensure_predictions_proba(pred_proba, data)	Ensure the predictions are in the right shape and if so return them.

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model_type_validation