1 files changed, 37 insertions, 0 deletions
diff --git a/nixpkgs/pkgs/development/python-modules/bayesian-optimization/default.nix b/nixpkgs/pkgs/development/python-modules/bayesian-optimization/default.nix
new file mode 100644
index 000000000000..990d471bc6b0
--- /dev/null
+++ b/nixpkgs/pkgs/development/python-modules/bayesian-optimization/default.nix
@@ -0,0 +1,37 @@
+{ lib
+, buildPythonPackage
+, fetchFromGitHub
+, python
+, scikitlearn
+, scipy
+, pytest
+}:
+
+buildPythonPackage rec {
+  pname = "bayesian-optimization";
+  version = "1.1.0";
+
+  src = fetchFromGitHub {
+    owner = "fmfn";
+    repo = "BayesianOptimization";
+    rev = "v${version}";
+    sha256 = "0ylip9xdi0cjzmdayxxpazdfaa9dl0sdcl2qsfn3p0cipj59bdvd";
+  };
+
+  propagatedBuildInputs = [
+    scikitlearn
+    scipy
+  ];
+  
+  checkInputs = [ pytest ];
+  checkPhase = ''
+    pytest tests
+  '';
+
+  meta = with lib; {
+    description = "A Python implementation of global optimization with gaussian processes";
+    homepage = "https://github.com/fmfn/BayesianOptimization";
+    license = licenses.mit;
+    maintainers = [ maintainers.juliendehos ];
+  };
+}