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"""A variety of linear models."""
# Authors: The scikit-learn developers
# SPDX-License-Identifier: BSD-3-Clause
# See http://scikit-learn.sourceforge.net/modules/sgd.html and
# http://scikit-learn.sourceforge.net/modules/linear_model.html for
# complete documentation.
from sklearn.linear_model._base import LinearRegression
from sklearn.linear_model._bayes import ARDRegression, BayesianRidge
from sklearn.linear_model._coordinate_descent import (
ElasticNet,
ElasticNetCV,
Lasso,
LassoCV,
MultiTaskElasticNet,
MultiTaskElasticNetCV,
MultiTaskLasso,
MultiTaskLassoCV,
enet_path,
lasso_path,
)
from sklearn.linear_model._glm import GammaRegressor, PoissonRegressor, TweedieRegressor
from sklearn.linear_model._huber import HuberRegressor
from sklearn.linear_model._least_angle import (
Lars,
LarsCV,
LassoLars,
LassoLarsCV,
LassoLarsIC,
lars_path,
lars_path_gram,
)
from sklearn.linear_model._logistic import LogisticRegression, LogisticRegressionCV
from sklearn.linear_model._omp import (
OrthogonalMatchingPursuit,
OrthogonalMatchingPursuitCV,
orthogonal_mp,
orthogonal_mp_gram,
)
from sklearn.linear_model._passive_aggressive import (
PassiveAggressiveClassifier,
PassiveAggressiveRegressor,
)
from sklearn.linear_model._perceptron import Perceptron
from sklearn.linear_model._quantile import QuantileRegressor
from sklearn.linear_model._ransac import RANSACRegressor
from sklearn.linear_model._ridge import (
Ridge,
RidgeClassifier,
RidgeClassifierCV,
RidgeCV,
ridge_regression,
)
from sklearn.linear_model._stochastic_gradient import (
SGDClassifier,
SGDOneClassSVM,
SGDRegressor,
)
from sklearn.linear_model._theil_sen import TheilSenRegressor
__all__ = [
"ARDRegression",
"BayesianRidge",
"ElasticNet",
"ElasticNetCV",
"GammaRegressor",
"HuberRegressor",
"Lars",
"LarsCV",
"Lasso",
"LassoCV",
"LassoLars",
"LassoLarsCV",
"LassoLarsIC",
"LinearRegression",
"LogisticRegression",
"LogisticRegressionCV",
"MultiTaskElasticNet",
"MultiTaskElasticNetCV",
"MultiTaskLasso",
"MultiTaskLassoCV",
"OrthogonalMatchingPursuit",
"OrthogonalMatchingPursuitCV",
"PassiveAggressiveClassifier",
"PassiveAggressiveRegressor",
"Perceptron",
"PoissonRegressor",
"QuantileRegressor",
"RANSACRegressor",
"Ridge",
"RidgeCV",
"RidgeClassifier",
"RidgeClassifierCV",
"SGDClassifier",
"SGDOneClassSVM",
"SGDRegressor",
"TheilSenRegressor",
"TweedieRegressor",
"enet_path",
"lars_path",
"lars_path_gram",
"lasso_path",
"orthogonal_mp",
"orthogonal_mp_gram",
"ridge_regression",
]
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