LinearRegression
================

.. currentmodule:: sklearn.linear_model

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

.. minigallery:: sklearn.linear_model.LinearRegression sklearn.linear_model.LinearRegression.__delattr__ sklearn.linear_model.LinearRegression.__dir__ sklearn.linear_model.LinearRegression.__eq__ sklearn.linear_model.LinearRegression.__format__ sklearn.linear_model.LinearRegression.__ge__ sklearn.linear_model.LinearRegression.__getattribute__ sklearn.linear_model.LinearRegression.__getstate__ sklearn.linear_model.LinearRegression.__gt__ sklearn.linear_model.LinearRegression.__hash__ sklearn.linear_model.LinearRegression.__init__ sklearn.linear_model.LinearRegression.__init_subclass__ sklearn.linear_model.LinearRegression.__le__ sklearn.linear_model.LinearRegression.__lt__ sklearn.linear_model.LinearRegression.__ne__ sklearn.linear_model.LinearRegression.__new__ sklearn.linear_model.LinearRegression.__reduce__ sklearn.linear_model.LinearRegression.__reduce_ex__ sklearn.linear_model.LinearRegression.__repr__ sklearn.linear_model.LinearRegression.__setattr__ sklearn.linear_model.LinearRegression.__setstate__ sklearn.linear_model.LinearRegression.__sizeof__ sklearn.linear_model.LinearRegression.__sklearn_clone__ sklearn.linear_model.LinearRegression.__sklearn_tags__ sklearn.linear_model.LinearRegression.__str__ sklearn.linear_model.LinearRegression.__subclasshook__ sklearn.linear_model.LinearRegression._build_request_for_signature sklearn.linear_model.LinearRegression._decision_function sklearn.linear_model.LinearRegression._get_default_requests sklearn.linear_model.LinearRegression._get_doc_link sklearn.linear_model.LinearRegression._get_metadata_request sklearn.linear_model.LinearRegression._get_param_names sklearn.linear_model.LinearRegression._repr_html_inner sklearn.linear_model.LinearRegression._repr_mimebundle_ sklearn.linear_model.LinearRegression._set_intercept sklearn.linear_model.LinearRegression._validate_params sklearn.linear_model.LinearRegression.fit sklearn.linear_model.LinearRegression.get_metadata_routing sklearn.linear_model.LinearRegression.get_params sklearn.linear_model.LinearRegression.predict sklearn.linear_model.LinearRegression.score sklearn.linear_model.LinearRegression.set_fit_request sklearn.linear_model.LinearRegression.set_params sklearn.linear_model.LinearRegression.set_score_request 
   :add-heading: Gallery examples
   :heading-level: -