simpleml.models.classifiers.sklearn.mixture module¶
Wrapper module around sklearn.mixture
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class
simpleml.models.classifiers.sklearn.mixture.
SklearnBayesianGaussianMixture
(has_external_files=True, external_model_kwargs=None, params=None, **kwargs)[source]¶ Bases:
simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier
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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.mixture.
SklearnGaussianMixture
(has_external_files=True, external_model_kwargs=None, params=None, **kwargs)[source]¶ Bases:
simpleml.models.classifiers.sklearn.base_sklearn_classifier.SklearnClassifier
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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
¶
-
metadata_
¶
-
modified_timestamp
¶
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name
¶
-
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.mixture.
WrappedSklearnBayesianGaussianMixture
(*, n_components=1, covariance_type='full', tol=0.001, reg_covar=1e-06, max_iter=100, n_init=1, init_params='kmeans', weight_concentration_prior_type='dirichlet_process', weight_concentration_prior=None, mean_precision_prior=None, mean_prior=None, degrees_of_freedom_prior=None, covariance_prior=None, random_state=None, warm_start=False, verbose=0, verbose_interval=10)[source]¶ Bases:
sklearn.mixture._bayesian_mixture.BayesianGaussianMixture
,simpleml.models.classifiers.external_models.ClassificationExternalModelMixin
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class
simpleml.models.classifiers.sklearn.mixture.
WrappedSklearnGaussianMixture
(n_components=1, *, covariance_type='full', tol=0.001, reg_covar=1e-06, max_iter=100, n_init=1, init_params='kmeans', weights_init=None, means_init=None, precisions_init=None, random_state=None, warm_start=False, verbose=0, verbose_interval=10)[source]¶ Bases:
sklearn.mixture._gaussian_mixture.GaussianMixture
,simpleml.models.classifiers.external_models.ClassificationExternalModelMixin