Safe CMA-ES (GECCO 2024) #249
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name: Run examples | |
on: | |
pull_request: | |
paths: | |
- '.github/workflows/examples.yml' | |
- 'examples/**.py' | |
- 'cmaes/**.py' | |
jobs: | |
examples: | |
runs-on: ubuntu-latest | |
strategy: | |
matrix: | |
python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"] | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v4 | |
with: | |
python-version: ${{ matrix.python-version }} | |
architecture: x64 | |
- name: Install dependencies | |
run: | | |
pip install -U pip setuptools | |
pip install --progress-bar off optuna numpy scipy gpytorch torch | |
pip install --progress-bar off -U . | |
- run: python examples/quadratic_2d_function.py | |
- run: python examples/ipop_cma.py | |
- run: python examples/bipop_cma.py | |
- run: python examples/ellipsoid_function.py | |
- run: python examples/optuna_sampler.py | |
- run: python examples/lra_cma.py | |
- run: python examples/ws_cma.py | |
- run: python examples/cma_with_margin_binary.py | |
- run: python examples/cma_with_margin_integer.py | |
- run: python examples/safecma.py | |
examples-cmawm-without-scipy: | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v4 | |
with: | |
python-version: '3.x' | |
architecture: x64 | |
check-latest: true | |
- name: Install dependencies | |
run: | | |
pip install -U pip setuptools | |
pip install --progress-bar off -U . | |
- run: python examples/cma_with_margin_binary.py | |
- run: python examples/cma_with_margin_integer.py |