diff --git a/research/rxrx1/ditto_deep_mmd/client.py b/research/rxrx1/ditto_deep_mmd/client.py
index 2f7a7a681..ed05ca623 100644
--- a/research/rxrx1/ditto_deep_mmd/client.py
+++ b/research/rxrx1/ditto_deep_mmd/client.py
@@ -57,7 +57,7 @@ def __init__(
         )
         self.client_number = client_number
         self.learning_rate: float = learning_rate
-        
+
         log(INFO, f"Client Name: {self.client_name}, Client Number: {self.client_number}")
 
     def setup_client(self, config: Config) -> None:
diff --git a/research/rxrx1/ditto_mkmmd/client.py b/research/rxrx1/ditto_mkmmd/client.py
index a0da89264..2cb78924e 100644
--- a/research/rxrx1/ditto_mkmmd/client.py
+++ b/research/rxrx1/ditto_mkmmd/client.py
@@ -23,7 +23,7 @@
 from fl4health.utils.random import set_all_random_seeds
 from research.rxrx1.data.data_utils import load_rxrx1_data, load_rxrx1_test_data
 
-BASELINE_LAYERS = ["layer1","layer2", "layer3", "layer4", "avgpool"]
+BASELINE_LAYERS = ["layer1", "layer2", "layer3", "layer4", "avgpool"]
 
 
 class Rxrx1DittoClient(DittoMkMmdClient):
@@ -54,7 +54,7 @@ def __init__(
         )
         self.client_number = client_number
         self.learning_rate: float = learning_rate
-        
+
         log(INFO, f"Client Name: {self.client_name}, Client Number: {self.client_number}")
 
         # Number of batches to accumulate before updating the global model