diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..1384b6f
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,28 @@
+# See https://pre-commit.com for more information
+# See https://pre-commit.com/hooks.html for more hooks
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.4.0
+    hooks:
+    # -   id: trailing-whitespace
+    # -   id: end-of-file-fixer
+    # -   id: check-yaml
+    -   id: check-added-large-files
+
+-   repo: https://github.com/psf/black
+    rev: 22.10.0
+    hooks:
+    - id: black
+      language_version: python3.8
+      args: ["-l", '110']
+
+-   repo: https://github.com/roy-ht/pre-commit-jupyter
+    rev: v1.2.1
+    hooks:
+      - id: jupyter-notebook-cleanup
+        args:
+          - --remove-kernel-metadata
+          # - --pin-patterns
+          #- "[pin];[donotremove]"
+
+exclude: .bumpversion.cfg