From f80ca1130f1264323bafc6fb03f4ad0a0893263c Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Wed, 8 Jan 2025 15:42:36 +0000
Subject: [PATCH] [pre-commit.ci] Add auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 research/rxrx1/ditto_deep_mmd/client.py | 2 +-
 research/rxrx1/ditto_mkmmd/client.py    | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

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