add pre-commit hooks for linting

.pre-commit-config.yaml

@@ -0,0 +1,68 @@
+repos:
+- repo: https://github.com/psf/black
+  rev: 23.1.0
+  hooks:
+  - id: black
+    name: black
+    description: "Black: The uncompromising Python code formatter"
+    entry: black
+    language: python
+    language_version: python3
+    minimum_pre_commit_version: 2.9.2
+    require_serial: true
+    types_or: [python, pyi]
+  - id: black-jupyter
+    name: black-jupyter
+    description:
+      "Black: The uncompromising Python code formatter (with Jupyter Notebook support)"
+    entry: black
+    language: python
+    minimum_pre_commit_version: 2.9.2
+    require_serial: true
+    types_or: [python, pyi, jupyter]
+    additional_dependencies: [".[jupyter]"]
+
+- repo: https://github.com/pycqa/flake8
+  rev: 6.0.0
+  hooks:
+  - id: flake8
+    additional_dependencies:
+    - flake8-bugbear
+    - flake8-comprehensions
+    - flake8-simplify
+
+- repo: https://gitlab.com/kennon.mckeever/nbhooks
+  rev: 1.0.1
+  hooks:
+  - id: nb-ensure-clean
+    name: nb-ensure-clean
+    description: Ensure that committed Jupyter notebooks contain no outputs.
+    entry: nb-ensure-clean
+    files: \.ipynb$
+    language: python
+
+- repo: https://github.com/asottile/pyupgrade
+  rev: v3.3.1
+  hooks:
+  - id: pyupgrade
+    args: [--py38-plus]
+
+- repo: https://github.com/PyCQA/isort
+  rev: 5.12.0
+  hooks:
+  - id: isort
+    files: \.py$
+
+- repo: https://github.com/pre-commit/pre-commit-hooks
+  rev: v4.4.0
+  hooks:
+    - id: check-builtin-literals
+    - id: check-added-large-files
+    - id: check-case-conflict
+    - id: check-toml
+    - id: check-yaml
+    - id: debug-statements
+    - id: end-of-file-fixer
+    - id: forbid-new-submodules
+    - id: mixed-line-ending
+    - id: trailing-whitespace