diff --git a/tensorflow_privacy/__init__.py b/tensorflow_privacy/__init__.py
index 84839e4..43426b6 100644
--- a/tensorflow_privacy/__init__.py
+++ b/tensorflow_privacy/__init__.py
@@ -31,7 +31,7 @@ else:
 
   # Analysis
   from tensorflow_privacy.privacy.analysis.compute_dp_sgd_privacy_lib import compute_dp_sgd_privacy
-  from tensorflow_privacy.privacy.analysis.rdp_accountant import compute_heterogenous_rdp
+  from tensorflow_privacy.privacy.analysis.rdp_accountant import compute_heterogeneous_rdp
   from tensorflow_privacy.privacy.analysis.rdp_accountant import compute_rdp
   from tensorflow_privacy.privacy.analysis.rdp_accountant import get_privacy_spent
 
diff --git a/tensorflow_privacy/privacy/analysis/rdp_accountant.py b/tensorflow_privacy/privacy/analysis/rdp_accountant.py
index ef4dcba..c872318 100644
--- a/tensorflow_privacy/privacy/analysis/rdp_accountant.py
+++ b/tensorflow_privacy/privacy/analysis/rdp_accountant.py
@@ -540,8 +540,8 @@ def _compute_rdp_sample_without_replacement_int(q, sigma, alpha):
     return log_a
 
 
-def compute_heterogenous_rdp(sampling_probabilities, noise_multipliers,
-                             steps_list, orders):
+def compute_heterogeneous_rdp(sampling_probabilities, noise_multipliers,
+                              steps_list, orders):
   """Computes RDP of Heteregoneous Applications of Sampled Gaussian Mechanisms.
 
   Args:
diff --git a/tensorflow_privacy/privacy/analysis/rdp_accountant_test.py b/tensorflow_privacy/privacy/analysis/rdp_accountant_test.py
index 5c0353e..3a5529f 100644
--- a/tensorflow_privacy/privacy/analysis/rdp_accountant_test.py
+++ b/tensorflow_privacy/privacy/analysis/rdp_accountant_test.py
@@ -86,9 +86,9 @@ class TestGaussianMoments(tf.test.TestCase, parameterized.TestCase):
     steps_list = [1, 1]
     orders = 20
     self.assertEqual(
-        rdp_accountant.compute_heterogenous_rdp(sampling_probabilities,
-                                                noise_multipliers, steps_list,
-                                                orders), 0.1)
+        rdp_accountant.compute_heterogeneous_rdp(sampling_probabilities,
+                                                 noise_multipliers, steps_list,
+                                                 orders), 0.1)
 
   def test_compute_rdp_no_data(self):
     # q = 0