diff --git a/.gitignore b/.gitignore
index 199c2bd85d9978..3b22065f89fa8e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -106,3 +106,5 @@ sklearn/neighbors/_kd_tree.pyx
 
 # Default JupyterLite content
 jupyterlite_contents
+
+.pybuild
diff --git a/debian/.gitignore b/debian/.gitignore
new file mode 100644
index 00000000000000..ee8e7abe871311
--- /dev/null
+++ b/debian/.gitignore
@@ -0,0 +1,7 @@
+*.substvars
+*debhelper*
+.debhelper
+files
+python3-sklearn
+python3-sklearn-lib
+tmp
diff --git a/debian/changelog b/debian/changelog
new file mode 100644
index 00000000000000..d549808d10658b
--- /dev/null
+++ b/debian/changelog
@@ -0,0 +1,5 @@
+python-scikit-learn (100:1.4.1.post1-1) UNRELEASED; urgency=medium
+
+  * https://github.com/scikit-learn/scikit-learn/releases/tag/1.4.1.post1
+
+ -- Wong Hoi Sing Edison <hswong3i@pantarei-design.com>  Tue, 27 Feb 2024 11:57:35 +0800
diff --git a/debian/control b/debian/control
new file mode 100644
index 00000000000000..885e284906a081
--- /dev/null
+++ b/debian/control
@@ -0,0 +1,49 @@
+Source: python-scikit-learn
+Section: python
+Priority: optional
+Standards-Version: 4.5.0
+Maintainer: Wong Hoi Sing Edison <hswong3i@pantarei-design.com>
+Homepage: https://github.com/scikit-learn/scikit-learn/tags
+Vcs-Browser: https://github.com/alvistack/scikit-learn-scikit-learn
+Vcs-Git: https://github.com/alvistack/scikit-learn-scikit-learn.git
+Build-Depends:
+ debhelper,
+ debhelper-compat (= 10),
+ dh-python,
+ cython3,
+ fdupes,
+ python3-dev,
+ python3-joblib (>= 1.2.0),
+ python3-numpy (>= 1.19.5),
+ python3-scipy (>= 1.6.0),
+ python3-setuptools,
+ python3-threadpoolctl (>= 2.0.0),
+
+Package: python3-sklearn
+Architecture: amd64
+Description: Python module for machine learning
+ Scikit-learn is an open source machine learning library that supports
+ supervised and unsupervised learning. It also provides various tools for
+ model fitting, data preprocessing, model selection, model evaluation,
+ and many other utilities.
+Depends:
+ ${misc:Depends},
+ ${shlibs:Depends},
+ ${python3:Depends},
+ python3,
+ python3-joblib (>= 1.2.0),
+ python3-numpy (>= 1.19.5),
+ python3-scipy (>= 1.6.0),
+ python3-sklearn-lib(>= ${source:Version}),
+ python3-threadpoolctl (>= 2.0.0),
+
+Package: python3-sklearn-lib
+Architecture: amd64
+Description: low-level implementations and bindings for scikit-learn - Python 3
+ This package contains the Python 3 version.
+Depends:
+ ${misc:Depends},
+ ${shlibs:Depends},
+ ${python3:Depends},
+ python3,
+ python3-numpy (>= 1.19.5),
diff --git a/debian/copyright b/debian/copyright
new file mode 100644
index 00000000000000..12900b4193ce86
--- /dev/null
+++ b/debian/copyright
@@ -0,0 +1,21 @@
+Format: https://www.debian.org/doc/packaging-manuals/copyright-format/1.0/
+
+Files: debian/*
+Copyright: 2024 Wong Hoi Sing Edison <hswong3i@pantarei-design.com>
+License: Apache-2.0
+
+License: Apache-2.0
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+ .
+ http://www.apache.org/licenses/LICENSE-2.0
+ .
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.
+ .
+ The complete text of the Apache version 2.0 license
+ can be found in "/usr/share/common-licenses/Apache-2.0".
diff --git a/debian/python3-sklearn-lib.install b/debian/python3-sklearn-lib.install
new file mode 100644
index 00000000000000..c9debf16b9f969
--- /dev/null
+++ b/debian/python3-sklearn-lib.install
@@ -0,0 +1,3 @@
+usr/lib/python*/*-packages/*/*.so
+usr/lib/python*/*-packages/*/*/*.so
+usr/lib/python*/*-packages/*/*/*/*.so
diff --git a/debian/python3-sklearn-lib.lintian-overrides b/debian/python3-sklearn-lib.lintian-overrides
new file mode 100644
index 00000000000000..99e724e55c689f
--- /dev/null
+++ b/debian/python3-sklearn-lib.lintian-overrides
@@ -0,0 +1,3 @@
+python3-sklearn-lib: copyright-without-copyright-notice
+python3-sklearn-lib: initial-upload-closes-no-bugs
+python3-sklearn-lib: zero-byte-file-in-doc-directory
diff --git a/debian/python3-sklearn.install b/debian/python3-sklearn.install
new file mode 100644
index 00000000000000..e3da3e75536a95
--- /dev/null
+++ b/debian/python3-sklearn.install
@@ -0,0 +1 @@
+usr/lib/python*/*-packages/*
diff --git a/debian/python3-sklearn.lintian-overrides b/debian/python3-sklearn.lintian-overrides
new file mode 100644
index 00000000000000..c834e2e1ed4bf0
--- /dev/null
+++ b/debian/python3-sklearn.lintian-overrides
@@ -0,0 +1,4 @@
+python3-sklearn: copyright-without-copyright-notice
+python3-sklearn: initial-upload-closes-no-bugs
+python3-sklearn: no-manual-page
+python3-sklearn: zero-byte-file-in-doc-directory
diff --git a/debian/rules b/debian/rules
new file mode 100755
index 00000000000000..6890f37b030832
--- /dev/null
+++ b/debian/rules
@@ -0,0 +1,19 @@
+#!/usr/bin/make -f
+
+SHELL := /bin/bash
+
+override_dh_auto_install:
+	dh_auto_install --destdir=debian/tmp
+	find debian/tmp/usr/lib/python*/*-packages -type f -name '*.pyc' -exec rm -rf {} \;
+	fdupes -qnrps debian/tmp/usr/lib/python*/*-packages
+
+override_dh_install:
+	dh_install
+	find debian/python3-sklearn/usr/lib/python*/*-packages -type f -name '*.so' -exec rm -rf {} \;
+
+override_dh_auto_test:
+
+override_dh_auto_clean:
+
+%:
+	dh $@ --buildsystem=pybuild --with python3
diff --git a/debian/source/format b/debian/source/format
new file mode 100644
index 00000000000000..163aaf8d82b6c5
--- /dev/null
+++ b/debian/source/format
@@ -0,0 +1 @@
+3.0 (quilt)
diff --git a/debian/source/lintian-overrides b/debian/source/lintian-overrides
new file mode 100644
index 00000000000000..931bef66ddae4c
--- /dev/null
+++ b/debian/source/lintian-overrides
@@ -0,0 +1,5 @@
+python-scikit-learn source: file-without-copyright-information
+python-scikit-learn source: no-debian-changes
+python-scikit-learn source: source-contains-prebuilt-windows-binary
+python-scikit-learn source: source-is-missing
+python-scikit-learn source: source-package-encodes-python-version
diff --git a/python-scikit-learn.spec b/python-scikit-learn.spec
new file mode 100644
index 00000000000000..ef22a7672ac22c
--- /dev/null
+++ b/python-scikit-learn.spec
@@ -0,0 +1,107 @@
+# Copyright 2024 Wong Hoi Sing Edison <hswong3i@pantarei-design.com>
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+%global debug_package %{nil}
+
+%global source_date_epoch_from_changelog 0
+
+%global _lto_cflags %{?_lto_cflags} -ffat-lto-objects
+
+Name: python-scikit-learn
+Epoch: 100
+Version: 1.4.1.post1
+Release: 1%{?dist}
+Summary: Python module for machine learning
+License: BSD-3-Clause
+URL: https://github.com/scikit-learn/scikit-learn/tags
+Source0: %{name}_%{version}.orig.tar.gz
+BuildRequires: fdupes
+BuildRequires: gcc
+BuildRequires: gcc-c++
+BuildRequires: python-rpm-macros
+BuildRequires: python3-Cython3
+BuildRequires: python3-devel
+BuildRequires: python3-joblib >= 1.2.0
+BuildRequires: python3-numpy >= 1.19.5
+BuildRequires: python3-numpy-f2py >= 1.19.5
+BuildRequires: python3-scipy >= 1.6.0
+BuildRequires: python3-setuptools
+BuildRequires: python3-threadpoolctl >= 2.0.0
+
+%description
+Scikit-learn is an open source machine learning library that supports
+supervised and unsupervised learning. It also provides various tools for
+model fitting, data preprocessing, model selection, model evaluation,
+and many other utilities.
+
+%prep
+%autosetup -T -c -n %{name}_%{version}-%{release}
+tar -zx -f %{S:0} --strip-components=1 -C .
+
+%build
+export CFLAGS="%{optflags} -fno-strict-aliasing -Wno-error=incompatible-pointer-types"
+%py3_build
+
+%install
+%py3_install
+find %{buildroot}%{python3_sitearch} -type f -name '*.pyc' -exec rm -rf {} \;
+fdupes -qnrps %{buildroot}%{python3_sitearch}
+
+%check
+
+%if 0%{?suse_version} > 1500
+%package -n python%{python3_version_nodots}-scikit-learn
+Summary: Python module for machine learning
+Requires: python3
+Provides: python3-scikit-learn = %{epoch}:%{version}-%{release}
+Provides: python3dist(scikit-learn) = %{epoch}:%{version}-%{release}
+Provides: python%{python3_version}-scikit-learn = %{epoch}:%{version}-%{release}
+Provides: python%{python3_version}dist(scikit-learn) = %{epoch}:%{version}-%{release}
+Provides: python%{python3_version_nodots}-scikit-learn = %{epoch}:%{version}-%{release}
+Provides: python%{python3_version_nodots}dist(scikit-learn) = %{epoch}:%{version}-%{release}
+
+%description -n python%{python3_version_nodots}-scikit-learn
+Scikit-learn is an open source machine learning library that supports
+supervised and unsupervised learning. It also provides various tools for
+model fitting, data preprocessing, model selection, model evaluation,
+and many other utilities.
+
+%files -n python%{python3_version_nodots}-scikit-learn
+%license COPYING
+%{python3_sitearch}/*
+%endif
+
+%if !(0%{?suse_version} > 1500)
+%package -n python3-scikit-learn
+Summary: Python module for machine learning
+Requires: python3
+Provides: python3-scikit-learn = %{epoch}:%{version}-%{release}
+Provides: python3dist(scikit-learn) = %{epoch}:%{version}-%{release}
+Provides: python%{python3_version}-scikit-learn = %{epoch}:%{version}-%{release}
+Provides: python%{python3_version}dist(scikit-learn) = %{epoch}:%{version}-%{release}
+Provides: python%{python3_version_nodots}-scikit-learn = %{epoch}:%{version}-%{release}
+Provides: python%{python3_version_nodots}dist(scikit-learn) = %{epoch}:%{version}-%{release}
+
+%description -n python3-scikit-learn
+Scikit-learn is an open source machine learning library that supports
+supervised and unsupervised learning. It also provides various tools for
+model fitting, data preprocessing, model selection, model evaluation,
+and many other utilities.
+
+%files -n python3-scikit-learn
+%license COPYING
+%{python3_sitearch}/*
+%endif
+
+%changelog