Base
The physlearn.base module provides a base class and mixin class
for the estimator dictionary and regressor amalgamation, respectively.
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class physlearn.base.AbstractEstimatorDictionaryInterface[source]
Bases: ABC
Abstract base class for the estimator dictionary interface.
Notes
All estimators should be retrieved from the estimator dictionary,
thereby enabling a case-insensitive estimator API.
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abstract set_params()[source]
Set the (hyper)parameters.
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class physlearn.base.AdditionalRegressorMixin[source]
Bases: ABC
Mixin class to include with sklearn.base.RegressorMixin.
Notes
The Scikit-learn regressor mixin includes a score method.
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abstract dump(value, filename)[source]
Serializes the value.
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abstract load(filename)[source]
Deserializes the file object.
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abstract fit(X, y, sample_weight=None)[source]
Fit a model in supervised fashion.
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abstract predict(X)[source]
Generate predictions with a model.