diff --git a/pkgs/development/python-modules/pykalman/default.nix b/pkgs/development/python-modules/pykalman/default.nix
index ce4e509174c8..f4662d07d2b0 100644
--- a/pkgs/development/python-modules/pykalman/default.nix
+++ b/pkgs/development/python-modules/pykalman/default.nix
@@ -4,27 +4,29 @@
   fetchFromGitHub,
   numpy,
   scipy,
+  scikit-base,
   pytestCheckHook,
   setuptools,
 }:
 
 buildPythonPackage rec {
   pname = "pykalman";
-  version = "0.9.7";
+  version = "0.10.1";
   pyproject = true;
 
   src = fetchFromGitHub {
     owner = "pykalman";
     repo = "pykalman";
-    rev = "aaf8c8574b0474b6f41b7b135a9a7f2dfbd0e86c"; # no tags
-    hash = "sha256-++YqxGMsFGv5OxicDFO9Xz89e62NG8X+6oR6M9ePUcg=";
+    tag = "v${version}";
+    hash = "sha256-9HaDNYVPdRvQH3r5j7r0uHqyuR6HqV7QaNuxKEYDcy8=";
   };
 
   build-system = [ setuptools ];
 
-  propagatedBuildInputs = [
+  dependencies = [
     numpy
     scipy
+    scikit-base
   ];
 
   nativeCheckInputs = [ pytestCheckHook ];
diff --git a/pkgs/development/python-modules/scikit-base/default.nix b/pkgs/development/python-modules/scikit-base/default.nix
new file mode 100644
index 000000000000..acf4b9332b95
--- /dev/null
+++ b/pkgs/development/python-modules/scikit-base/default.nix
@@ -0,0 +1,33 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+  toml,
+  setuptools,
+}:
+
+buildPythonPackage rec {
+  pname = "scikit-base";
+  version = "0.12.1";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "sktime";
+    repo = "skbase";
+    tag = "v${version}";
+    hash = "sha256-UGYkYhgo6LzlZTg6YDehJXd4D5p8FfUgWPdlW4PPOdI=";
+  };
+
+  build-system = [ setuptools ];
+
+  dependencies = [ toml ];
+
+  pythonImportsCheck = [ "skbase" ];
+
+  meta = with lib; {
+    description = "Base classes for creating scikit-learn-like parametric objects, and tools for working with them";
+    homepage = "https://github.com/sktime/skbase";
+    license = licenses.bsd3;
+    maintainers = with maintainers; [ kirillrdy ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 181d2c3edb18..05f040ca0af5 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -14599,6 +14599,8 @@ self: super: with self; {
 
   scim2-tester = callPackage ../development/python-modules/scim2-tester { };
 
+  scikit-base = callPackage ../development/python-modules/scikit-base { };
+
   scikit-bio = callPackage ../development/python-modules/scikit-bio { };
 
   scikit-build = callPackage ../development/python-modules/scikit-build { };