Update README.md #7

	name: Run ScAPE Tests

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

	jobs:
	test:
	runs-on: ubuntu-latest

	steps:
	- name: Checkout code
	uses: actions/checkout@v4

	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: '3.10'
	cache: 'pip' # speeds up installs

	- name: Install package
	run: \|
	python -m pip install --upgrade pip
	pip install .
	# remove the _data directory if it exists from previous runs
	- name: Clean previous data
	run: rm -rf _data

	- name: Run test code
	shell: bash
	run: \|
	python - <<'PY'
	import matplotlib
	matplotlib.use('Agg') # headless for CI
	import matplotlib.pyplot as plt

	import scape

	# download data (cached in subsequent runs)
	scape.io.download_from_zenodo(target_dir='.')

	# train
	result = scape.api.train(
	de_file='_data/de_train.parquet',
	lfc_file='_data/lfc_train.parquet',
	cv_drug='Belinostat',
	n_genes=64
	)

	# plot and save so CI has an artifact, not a GUI
	scape.util.plot_result(result._last_train_results)
	plt.tight_layout()
	plt.savefig('results.png', dpi=150)
	PY

	- name: Upload results
	uses: actions/upload-artifact@v4
	with:
	name: scape-results
	path: results.png

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