diff --git a/pkgs/development/python-modules/sweeps/default.nix b/pkgs/development/python-modules/sweeps/default.nix
new file mode 100644
index 000000000000..5ceb3e7d2d06
--- /dev/null
+++ b/pkgs/development/python-modules/sweeps/default.nix
@@ -0,0 +1,93 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+
+  # build-system
+  setuptools,
+
+  # dependencies
+  jsonref,
+  jsonschema,
+  numpy,
+  pydantic,
+  pyyaml,
+  scikit-learn,
+  scipy,
+
+  # tests
+  pytest-xdist,
+  pytestCheckHook,
+  writableTmpDirAsHomeHook,
+}:
+
+buildPythonPackage (finalAttrs: {
+  pname = "sweeps";
+  version = "0.2.0";
+  pyproject = true;
+  __structuredAttrs = true;
+
+  src = fetchFromGitHub {
+    owner = "wandb";
+    repo = "sweeps";
+    tag = "v${finalAttrs.version}";
+    hash = "sha256-QqtyYpPChPNFN+3Rlpp1x1H0FFgxHPO3zFGcY6Pl24A=";
+  };
+
+  # Requires unpackaged pytest-profiling
+  postPatch = ''
+    substituteInPlace pytest.ini \
+      --replace-fail "--profile" ""
+  '';
+
+  build-system = [
+    setuptools
+  ];
+
+  dependencies = [
+    jsonref
+    jsonschema
+    numpy
+    pydantic
+    pyyaml
+    scikit-learn
+    scipy
+  ];
+
+  pythonImportsCheck = [ "sweeps" ];
+
+  nativeCheckInputs = [
+    pytest-xdist
+    pytestCheckHook
+    writableTmpDirAsHomeHook
+  ];
+
+  disabledTests = [
+    # AssertionError: assert [] == [SweepRun(nam...running=None)]
+    "test_5runs_band1_stop_2"
+    "test_5runs_band1_stop_2_1stnoband"
+    "test_eta_3"
+    "test_eta_3_max"
+
+    # AssertionError: assert [] == [10, 6, 1]
+    "test_skipped_steps"
+
+    # ValueError: Cannot extract metric loss from run
+    "test_runs_bayes_runs2"
+
+    # KeyError: 'loss is not a summary metric of this run.'
+    "test_summary_metric_none"
+
+    # AssertionError: Not equal to tolerance rtol=1e-07, atol=0.01
+    "test_bayes_impute_best"
+    "test_bayes_impute_latest"
+  ];
+
+  meta = {
+    description = "W&B Hyperparameter Sweep Engine";
+    homepage = "https://github.com/wandb/sweeps";
+    changelog = "https://github.com/wandb/sweeps/releases/tag/${finalAttrs.src.tag}";
+    license = lib.licenses.mit;
+    maintainers = with lib.maintainers; [ GaetanLepage ];
+  };
+})
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 62a7c54cd3e5..c10ff4f33002 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -20150,6 +20150,8 @@ self: super: with self; {
 
   swcgeom = callPackage ../development/python-modules/swcgeom { };
 
+  sweeps = callPackage ../development/python-modules/sweeps { };
+
   swh-auth = callPackage ../development/python-modules/swh-auth { };
 
   swh-core = callPackage ../development/python-modules/swh-core { };