Adding Global Actions in A Nutshell For Counterfactual Explainability (GLANCE) framework #132
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| # This is a basic workflow to help you get started with Actions | |
| name: Build | |
| # Controls when the workflow will run | |
| on: | |
| # Triggers the workflow on push or pull request events but only for the "master" branch | |
| push: | |
| branches: ["master"] | |
| pull_request: | |
| branches: ["master"] | |
| # A workflow run is made up of one or more jobs that can run sequentially or in parallel | |
| jobs: | |
| # job to build CEM on python 3.6. | |
| build-cem-on-py36: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.6"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360 with contrastive (CEM) | |
| run: pip3 install .[contrastive] | |
| # - name: Step 5 - Test CEM MAF | |
| # run: python ./tests/contrastive/test_CEM_MAF.py | |
| - name: Step 6 - Test CEM | |
| run: python ./tests/contrastive/test_CEM.py | |
| # job to build default: ted algorithm on python 3.10. | |
| build-ted-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360. (Default installs ted algorithm related dependencies) | |
| run: pip3 install . | |
| - name: Step 5 - Test TED | |
| run: python ./tests/ted/test_TED_Cartesian.py | |
| # job to build default: ted algorithm on python 3.10. | |
| build-rule_induction-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360. (Default installs ted algorithm related dependencies) | |
| run: pip3 install .[rule_induction] | |
| - name: Step 5 - Test rule_induction | |
| run: python -m unittest discover -s ./tests/rule_induction | |
| # job to build matching algorithm on python 3.10. | |
| build-matching-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install matching algorithm related dependencies | |
| run: pip3 install .[matching] | |
| - name: Step 5 - Test Matching Explainer | |
| run: python ./tests/matching/test_order_constraints.py | |
| # job to build dipvae algorithm on python 3.10. | |
| build-dipvae-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360 with dipvae algorithm related dependencies | |
| run: pip3 install .[dipvae] | |
| - name: Step 5 - Test DIPVAE | |
| run: python ./tests/dipvae/test_DIPVAE.py | |
| # job to build cofrnet algorithm on python 3.10. | |
| build-cofrnet-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360 with cofrnet algorithm related dependencies | |
| run: pip3 install .[cofrnet] | |
| - name: Step 5 - Test CoFrNet | |
| run: python ./tests/cofrnet/cofrnet_test.py | |
| - name: Step 6 - Test CoFrNet Notebook | |
| run: pytest --nbmake ./examples/cofrnet/cofrnet_example.ipynb | |
| # job to build protodash algorithm on python 3.10. | |
| build-protodash-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360 with protodash algorithm related dependencies | |
| run: pip3 install .[protodash] | |
| - name: Step 5 - Test Protodash | |
| run: python ./tests/protodash/test_PDASH.py | |
| # job to build rbm algorithm on python 3.10. | |
| build-rbm-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360 with rbm algorithm related dependencies | |
| run: pip3 install .[rbm] | |
| - name: Step 5 - Test BRCG | |
| run: python ./tests/rbm/test_Boolean_Rule_CG.py | |
| - name: Step 6 - Test Linear Rule Regression | |
| run: python ./tests/rbm/test_Linear_Rule_Regression.py | |
| - name: Step 7 - Test Logistic Rule Regression | |
| run: python ./tests/rbm/test_Logistic_Rule_Regression.py | |
| # job to build nncontrastive algorithm on python 3.10. | |
| build-nncontrastive-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360 with nncontrastive algorithm related dependencies | |
| run: pip3 install .[nncontrastive] | |
| - name: Step 5 - Test NearestNeighborContrastiveExplainer | |
| run: python ./tests/nncontrastive/test_nncontrastive.py | |
| # job to build tsice, tssaliency and tslime algorithms on python 3.10. | |
| build-tsice-tssaliency-tslime-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360 with tsice algorithm related dependencies | |
| run: pip3 install .[tsice] | |
| - name: Step 5 - Test TSICEExplainer | |
| run: python ./tests/tsice/test_tsice.py | |
| # tssaliency deps are already satisfied. | |
| - name: Step 6 - Test TSSaliencyExplainer | |
| run: python ./tests/tssaliency/test_tssaliency.py | |
| # tslime deps are already satisfied. | |
| - name: Step 7 - Test TSLimeExplainer | |
| run: python ./tests/tslime/test_tslime.py | |
| build-imd-on-py38-310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| # os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - Install graphviz related things | |
| run: sudo apt-get install python3-dev graphviz libgraphviz-dev pkg-config | |
| - name: Step 4 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 5 - Install aix360 with imd algorithm related dependencies | |
| run: pip3 install .[imd] | |
| - name: Step 5 - Test IMD | |
| run: python ./tests/imd/test_imd.py | |
| - name: Step 6 - Test IMD Notebook | |
| run: pytest --nbmake ./examples/imd/imd_example.ipynb | |
| build-imd-on-310-macos: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| os: [macos-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - Install graphviz related things | |
| run: brew install graphviz | |
| - name: Step 4 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 5 - Install aix360 with imd algorithm related dependencies | |
| run: pip3 install .[imd] | |
| - name: Step 5 - Test IMD | |
| run: python ./tests/imd/test_imd.py | |
| - name: Step 6 - Test IMD Notebook | |
| run: pytest --nbmake ./examples/imd/imd_example.ipynb | |
| build-ecertify-on-py38-310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| # os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest] | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360 with ecertify algorithm related dependencies | |
| run: pip3 install .[ecertify] | |
| - name: Step 5 - Test Ecertify | |
| run: python ./tests/ecertify/test_ecertify.py | |
| - name: Step 6 - Test Ecertify Notebook | |
| run: pytest --nbmake ./examples/ecertify/certification_example_fico.ipynb | |
| # job to build groupedce algorithm on python 3.10. | |
| build-groupedce-on-py310: | |
| # The type of runner that the job will run on | |
| runs-on: "${{ matrix.os }}" | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04, macos-latest, windows-latest] | |
| python-version: ["3.10"] | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| - name: Step 1 - checkout aix360 repository | |
| uses: actions/checkout@v3 | |
| - name: Step 2 - set up python version | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "${{ matrix.python-version }}" | |
| - name: Step 3 - upgrade setuptools | |
| run: pip3 install pytest nbmake wheel --upgrade setuptools | |
| - name: Step 4 - Install aix360 with groupedce algorithm related dependencies | |
| run: pip3 install .[gce] | |
| - name: Step 5 - Test GroupedCEExplainer | |
| run: python ./tests/gce/test_gce.py |