simpleml.models.classifiers.sklearn.neural_network module¶
Wrapper module around sklearn.neural_network
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class
simpleml.models.classifiers.sklearn.neural_network.SklearnMLPClassifier(has_external_files=True, external_model_kwargs={}, params={}, **kwargs)[source]¶ Bases:
simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier-
created_timestamp¶
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feature_metadata¶
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filepaths¶
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has_external_files¶
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hash_¶
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id¶
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metadata_¶
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modified_timestamp¶
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name¶
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params¶
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pipeline¶
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pipeline_id¶
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project¶
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registered_name¶
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version¶
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version_description¶
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class
simpleml.models.classifiers.sklearn.neural_network.WrappedSklearnMLPClassifier(hidden_layer_sizes=(100, ), activation='relu', solver='adam', alpha=0.0001, batch_size='auto', learning_rate='constant', learning_rate_init=0.001, power_t=0.5, max_iter=200, shuffle=True, random_state=None, tol=0.0001, verbose=False, warm_start=False, momentum=0.9, nesterovs_momentum=True, early_stopping=False, validation_fraction=0.1, beta_1=0.9, beta_2=0.999, epsilon=1e-08, n_iter_no_change=10)[source]¶ Bases:
sklearn.neural_network.multilayer_perceptron.MLPClassifier,simpleml.models.classifiers.external_models.ClassificationExternalModelMixin