SGDClassifier
=============

.. currentmodule:: sklearn.linear_model

.. autoclass:: SGDClassifier
   :members:
   :inherited-members:
   :special-members: __call__

.. minigallery:: sklearn.linear_model.SGDClassifier sklearn.linear_model.SGDClassifier.__delattr__ sklearn.linear_model.SGDClassifier.__dir__ sklearn.linear_model.SGDClassifier.__eq__ sklearn.linear_model.SGDClassifier.__format__ sklearn.linear_model.SGDClassifier.__ge__ sklearn.linear_model.SGDClassifier.__getattribute__ sklearn.linear_model.SGDClassifier.__getstate__ sklearn.linear_model.SGDClassifier.__gt__ sklearn.linear_model.SGDClassifier.__hash__ sklearn.linear_model.SGDClassifier.__init__ sklearn.linear_model.SGDClassifier.__init_subclass__ sklearn.linear_model.SGDClassifier.__le__ sklearn.linear_model.SGDClassifier.__lt__ sklearn.linear_model.SGDClassifier.__ne__ sklearn.linear_model.SGDClassifier.__new__ sklearn.linear_model.SGDClassifier.__reduce__ sklearn.linear_model.SGDClassifier.__reduce_ex__ sklearn.linear_model.SGDClassifier.__repr__ sklearn.linear_model.SGDClassifier.__setattr__ sklearn.linear_model.SGDClassifier.__setstate__ sklearn.linear_model.SGDClassifier.__sizeof__ sklearn.linear_model.SGDClassifier.__sklearn_clone__ sklearn.linear_model.SGDClassifier.__sklearn_tags__ sklearn.linear_model.SGDClassifier.__str__ sklearn.linear_model.SGDClassifier.__subclasshook__ sklearn.linear_model.SGDClassifier._allocate_parameter_mem sklearn.linear_model.SGDClassifier._build_request_for_signature sklearn.linear_model.SGDClassifier._check_proba sklearn.linear_model.SGDClassifier._fit sklearn.linear_model.SGDClassifier._fit_binary sklearn.linear_model.SGDClassifier._fit_multiclass sklearn.linear_model.SGDClassifier._get_default_requests sklearn.linear_model.SGDClassifier._get_doc_link sklearn.linear_model.SGDClassifier._get_l1_ratio sklearn.linear_model.SGDClassifier._get_learning_rate_type sklearn.linear_model.SGDClassifier._get_loss_function sklearn.linear_model.SGDClassifier._get_metadata_request sklearn.linear_model.SGDClassifier._get_param_names sklearn.linear_model.SGDClassifier._get_params_html sklearn.linear_model.SGDClassifier._get_penalty_type sklearn.linear_model.SGDClassifier._html_repr sklearn.linear_model.SGDClassifier._make_validation_score_cb sklearn.linear_model.SGDClassifier._make_validation_split sklearn.linear_model.SGDClassifier._more_validate_params sklearn.linear_model.SGDClassifier._partial_fit sklearn.linear_model.SGDClassifier._predict_proba_lr sklearn.linear_model.SGDClassifier._repr_html_inner sklearn.linear_model.SGDClassifier._repr_mimebundle_ sklearn.linear_model.SGDClassifier._validate_params sklearn.linear_model.SGDClassifier.decision_function sklearn.linear_model.SGDClassifier.densify sklearn.linear_model.SGDClassifier.fit sklearn.linear_model.SGDClassifier.get_metadata_routing sklearn.linear_model.SGDClassifier.get_params sklearn.linear_model.SGDClassifier.partial_fit sklearn.linear_model.SGDClassifier.predict sklearn.linear_model.SGDClassifier.predict_log_proba sklearn.linear_model.SGDClassifier.predict_proba sklearn.linear_model.SGDClassifier.score sklearn.linear_model.SGDClassifier.set_fit_request sklearn.linear_model.SGDClassifier.set_params sklearn.linear_model.SGDClassifier.set_partial_fit_request sklearn.linear_model.SGDClassifier.set_score_request sklearn.linear_model.SGDClassifier.sparsify 
   :add-heading: Gallery examples
   :heading-level: -