scikit-learn · adrinjalali · May 13, 2024 · Apr 9, 2024 · Apr 19, 2024 · May 10, 2024
diff --git a/examples/linear_model/plot_poisson_regression_non_normal_loss.py b/examples/linear_model/plot_poisson_regression_non_normal_loss.py
@@ -1,3 +1,5 @@
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 """
 ======================================
 Poisson regression and non-normal loss
@@ -36,11 +38,6 @@

 """

-# Authors: Christian Lorentzen <lorentzen.ch@gmail.com>
-#          Roman Yurchak <rth.yurchak@gmail.com>
-#          Olivier Grisel <olivier.grisel@ensta.org>
-# License: BSD 3 clause
-
 import matplotlib.pyplot as plt
 import numpy as np
 import pandas as pd

diff --git a/examples/linear_model/plot_tweedie_regression_insurance_claims.py b/examples/linear_model/plot_tweedie_regression_insurance_claims.py
@@ -1,3 +1,5 @@
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 """
 ======================================
 Tweedie regression on insurance claims
@@ -37,11 +39,6 @@
    <https://doi.org/10.2139/ssrn.3164764>`_
 """

-# Authors: Christian Lorentzen <lorentzen.ch@gmail.com>
-#          Roman Yurchak <rth.yurchak@gmail.com>
-#          Olivier Grisel <olivier.grisel@ensta.org>
-# License: BSD 3 clause
-
 # %%

 from functools import partial

diff --git a/sklearn/linear_model/_glm/__init__.py b/sklearn/linear_model/_glm/__init__.py
@@ -1,5 +1,5 @@
-# License: BSD 3 clause
-
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 from .glm import (
    GammaRegressor,
    PoissonRegressor,

diff --git a/sklearn/linear_model/_glm/_newton_solver.py b/sklearn/linear_model/_glm/_newton_solver.py
@@ -1,10 +1,9 @@
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 """
 Newton solver for Generalized Linear Models
 """

-# Author: Christian Lorentzen <lorentzen.ch@gmail.com>
-# License: BSD 3 clause
-
 import warnings
 from abc import ABC, abstractmethod


diff --git a/sklearn/linear_model/_glm/glm.py b/sklearn/linear_model/_glm/glm.py
@@ -1,11 +1,9 @@
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 """
 Generalized Linear Models with Exponential Dispersion Family
 """

-# Author: Christian Lorentzen <lorentzen.ch@gmail.com>
-# some parts and tricks stolen from other sklearn files.
-# License: BSD 3 clause
-
 from numbers import Integral, Real

 import numpy as np

diff --git a/sklearn/linear_model/_glm/tests/__init__.py b/sklearn/linear_model/_glm/tests/__init__.py
@@ -1 +1,2 @@
-# License: BSD 3 clause
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
diff --git a/sklearn/linear_model/_glm/tests/test_glm.py b/sklearn/linear_model/_glm/tests/test_glm.py
@@ -1,7 +1,5 @@
-# Authors: Christian Lorentzen <lorentzen.ch@gmail.com>
-#
-# License: BSD 3 clause
-
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 import itertools
 import warnings
 from functools import partial