Add hooks for notebooks

.pre-commit-config.yaml

@@ -53,10 +53,25 @@ repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v4.1.0
     hooks:
+      - id: check-executables-have-shebangs
+      - id: check-shebang-scripts-are-executable
       - id: trailing-whitespace
       - id: end-of-file-fixer
       - id: check-added-large-files
 
+  - repo: https://github.com/kynan/nbstripout
+    rev: 0.5.0
+    hooks:
+      - id: nbstripout
+
+  - repo: https://github.com/nbQA-dev/nbQA
+    rev: 1.3.1
+    hooks:
+      - id: nbqa-black
+      - id: nbqa-flake8
+      - id: nbqa-pyupgrade
+        args: [--py39-plus]
+
   # Lint: Dockerfile
   - repo: https://github.com/hadolint/hadolint.git
     rev: v2.8.0