relevanceai.operations_new.cluster.models.base

Module Contents

class relevanceai.operations_new.cluster.models.base.ClusterModelBase(*args, **kwargs)

Helper class that provides a standard way to create an ABC using inheritance.

static import_from_string(name)

It takes a string, splits it on the period, and then imports the module

Parameters

name – The name of the class to import.

Return type

The module object.

property name(self)

It returns the name of the model class in lowercase

Return type

The name of the model.

abstract fit(self, *args, **kwargs) → None

get_centroids_from_model(self)

calculate_centroids(self, labels: numpy.ndarray, vectors: numpy.ndarray) → numpy.ndarray

abstract predict(self, *args, **kwargs) → List[Dict[str, Any]]

abstract fit_predict(self, *args, **kwargs) → List[int]