diff --git a/easybuild/easyconfigs/h/hmmlearn/hmmlearn-0.3.3-gfbf-2023b.eb b/easybuild/easyconfigs/h/hmmlearn/hmmlearn-0.3.3-gfbf-2023b.eb
new file mode 100644
index 000000000000..e67f5685572f
--- /dev/null
+++ b/easybuild/easyconfigs/h/hmmlearn/hmmlearn-0.3.3-gfbf-2023b.eb
@@ -0,0 +1,20 @@
+easyblock = 'PythonPackage'
+
+name = 'hmmlearn'
+version = '0.3.3'
+
+homepage = 'https://github.com/hmmlearn/hmmlearn'
+description = "hmmlearn is a set of algorithms for unsupervised learning and inference of Hidden Markov Models"
+
+toolchain = {'name': 'gfbf', 'version': '2023b'}
+
+sources = [SOURCE_TAR_GZ]
+checksums = ['1d3c5dc4c5257e0c238dc1fe5387700b8cb987eab808edb3e0c73829f1cc44ec']
+
+dependencies = [
+    ('Python', '3.11.5'),
+    ('scikit-learn', '1.6.1'),
+    ('pybind11', '2.11.1'),
+]
+
+moduleclass = 'lib'