Updated contributing md #117

	name: Audits

	# Smoke-test every audit so a broken dataset path or script
	# (like the AI Fair Recruitment FileNotFoundError) is caught automatically.

	on:
	push:
	branches: [ main ]
	pull_request:

	jobs:
	run-audits:
	runs-on: ubuntu-latest
	strategy:
	fail-fast: false
	matrix:
	audit:
	- "COMPAS"
	- "AI Fair Recruitment"
	- "German Credit Lending"
	- "Insurance Denial"
	- "Benefits Denial"
	- "Healthcare Readmission"
	steps:
	- uses: actions/checkout@v6

	- uses: actions/setup-python@v6
	with:
	python-version: '3.12'
	cache: 'pip'

	- name: Install dependencies
	run: \|
	python -m pip install --upgrade pip
	pip install -r requirements.txt

	- name: Run ${{ matrix.audit }} audit scripts
	run: \|
	set -e
	echo "::group::${{ matrix.audit }} — unfair.py"
	python "${{ matrix.audit }}/unfair.py"
	echo "::endgroup::"
	echo "::group::${{ matrix.audit }} — fair.py"
	python "${{ matrix.audit }}/fair.py"
	echo "::endgroup::"

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