diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 38d57d6a..06f36a93 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -12,15 +12,15 @@ repos:
     -   id: end-of-file-fixer
     -   id: trailing-whitespace
 -   repo: https://github.com/psf/black
-    rev: 23.10.0
+    rev: 24.3.0
     hooks:
     -   id: black
 -   repo: https://github.com/PyCQA/flake8
-    rev: 6.1.0
+    rev: 7.0.0
     hooks:
     - id: flake8
 -   repo: https://github.com/PyCQA/isort
-    rev: 5.12.0
+    rev: 5.13.2
     hooks:
     -   id: isort
         exclude: ^(nobrainer/_version\.py|versioneer\.py)$
diff --git a/nobrainer/io.py b/nobrainer/io.py
index e9f64c6a..7bfcf7b0 100644
--- a/nobrainer/io.py
+++ b/nobrainer/io.py
@@ -1,4 +1,5 @@
 """Input/output methods."""
+
 import csv
 import functools
 import multiprocessing
diff --git a/nobrainer/models/autoencoder.py b/nobrainer/models/autoencoder.py
index 779f4b17..5288466b 100644
--- a/nobrainer/models/autoencoder.py
+++ b/nobrainer/models/autoencoder.py
@@ -1,5 +1,6 @@
 """Model definition for Autoencoder.
 """
+
 import math
 
 from tensorflow.keras import layers, models
diff --git a/nobrainer/models/dcgan.py b/nobrainer/models/dcgan.py
index 2b5f3698..0e4a94d3 100644
--- a/nobrainer/models/dcgan.py
+++ b/nobrainer/models/dcgan.py
@@ -1,5 +1,6 @@
 """Model definition for DCGAN.
 """
+
 import math
 
 from tensorflow.keras import layers, models
diff --git a/nobrainer/models/progressiveae.py b/nobrainer/models/progressiveae.py
index a2ed1551..23c62d21 100644
--- a/nobrainer/models/progressiveae.py
+++ b/nobrainer/models/progressiveae.py
@@ -1,5 +1,6 @@
 """Model definition for ProgressiveAE.
 """
+
 import tensorflow as tf
 from tensorflow.keras import layers, models
 
diff --git a/nobrainer/models/unetr.py b/nobrainer/models/unetr.py
index 30861617..3969199b 100644
--- a/nobrainer/models/unetr.py
+++ b/nobrainer/models/unetr.py
@@ -2,6 +2,7 @@
 
 Adapted from https://www.kaggle.com/code/usharengaraju/tensorflow-unetr-w-b
 """
+
 import math
 
 import tensorflow as tf
diff --git a/setup.py b/setup.py
index 84d34993..d2d2c60a 100644
--- a/setup.py
+++ b/setup.py
@@ -2,6 +2,7 @@
 
 To install, run `python3 setup.py install`.
 """
+
 import os
 import sys