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Method __init__

modAL/models/learners.py:71–86  ·  view source on GitHub ↗
(self,
                 estimator: BaseEstimator,
                 query_strategy: Callable = uncertainty_sampling,
                 X_training: Optional[modALinput] = None,
                 y_training: Optional[modALinput] = None,
                 bootstrap_init: bool = False,
                 on_transformed: bool = False,
                 **fit_kwargs
                 )

Source from the content-addressed store, hash-verified

69 """
70
71 def __init__(self,
72 estimator: BaseEstimator,
73 query_strategy: Callable = uncertainty_sampling,
74 X_training: Optional[modALinput] = None,
75 y_training: Optional[modALinput] = None,
76 bootstrap_init: bool = False,
77 on_transformed: bool = False,
78 **fit_kwargs
79 ) -> None:
80 super().__init__(estimator, query_strategy, on_transformed, **fit_kwargs)
81
82 self.X_training = X_training
83 self.y_training = y_training
84
85 if X_training is not None:
86 self._fit_to_known(bootstrap=bootstrap_init, **fit_kwargs)
87
88 def _add_training_data(self, X: modALinput, y: modALinput) -> None:
89 """

Callers

nothing calls this directly

Calls 2

_fit_to_knownMethod · 0.95
__init__Method · 0.45

Tested by

no test coverage detected