DOC update tutorial figure & format & ENH optimize p value calculation #1228

	name: "Style checks"

	concurrency:
	group: ${{ github.workflow }}-${{ github.event.number }}-${{ github.event.type }}
	cancel-in-progress: true

	on:
	pull_request:
	paths:
	- "**.py"
	- "**.pxd"
	- "**.pyx"
	push:
	branches: [main]
	paths:
	- "**.py"
	tags:
	- "v..*"
	workflow_dispatch:

	permissions:
	contents: read # to fetch code (actions/checkout)

	jobs:
	style:
	name: Formatting, lint, style, and type-checks
	timeout-minutes: 10
	runs-on: ubuntu-latest
	steps:
	- name: Checkout repository
	uses: actions/checkout@v4
	- name: Setup Python 3.11
	uses: actions/setup-python@v5
	with:
	python-version: "3.11"
	architecture: "x64"

	- name: Install packages for Ubuntu
	run: \|
	sudo apt-get update
	sudo apt-get install -y libopenblas-dev libatlas-base-dev liblapack-dev

	- name: Install dependencies
	run: \|
	pip install --upgrade pip
	pip install -r style_requirements.txt

	# check formatting of the code style
	- name: Check code formatting
	run: make pre-commit

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