Update README and home page of the docs #836

	name: ci

	on:
	pull_request:
	branches: [main]
	push:
	branches: [main]

	jobs:
	test:
	runs-on: ubuntu-latest
	strategy:
	matrix:
	python-version: ["3.10", "3.11", "3.12"]

	steps:
	- uses: actions/checkout@v4
	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: ${{ matrix.python-version }}
	- name: Update pip and setuptools
	run: pip install --upgrade pip setuptools
	- name: Setup environment
	run: pip install -e .[test]
	- name: Run doctests
	run: pytest --doctest-modules --ignore=causalpy/tests/ causalpy/
	- name: Run extra tests
	run: pytest docs/source/.codespell/test_notebook_to_markdown.py
	- name: Run tests
	run: pytest --cov-report=xml --no-cov-on-fail
	- name: Check codespell for notebooks
	run: \|
	python ./docs/source/.codespell/notebook_to_markdown.py --tempdir tmp_markdown
	codespell
	- name: Upload coverage to Codecov
	uses: codecov/codecov-action@v4
	with:
	token: ${{ secrets.CODECOV_TOKEN }} # use token for more robust uploads
	name: ${{ matrix.python-version }}
	fail_ci_if_error: false

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