diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 3bc41528c26f..c2a48d09570e 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -11359,6 +11359,28 @@ in {
     propagatedBuildInputs = with self; [ requests webob ];
   };
 
+  hmmlearn = buildPythonPackage rec {
+    name = "hmmlearn-${version}";
+    version = "0.2.0";
+
+    src = pkgs.fetchurl {
+      url = "mirror://pypi/h/hmmlearn/${name}.tar.gz";
+      sha256 = "0qc3fkdyrgfg31y1a8jzs83dxkjw78pqkdm44lll1iib63w4cik9";
+    };
+
+    propagatedBuildInputs = with self; [ numpy ];
+
+    doCheck = false;
+
+    meta = {
+      description = "Hidden Markov Models in Python with scikit-learn like API";
+      homepage    = "https://github.com/hmmlearn/hmmlearn";
+      license     = licenses.bsd3;
+      maintainers = with maintainers; [ abbradar ];
+      platforms   = platforms.unix;
+    };
+  };
+
   hcs_utils = buildPythonPackage rec {
     name = "hcs_utils-1.5";