name: ML Workflow on: workflow_dispatch: inputs: epochs: description: 'Number of epochs' required: true default: 20 learning_rate: description: 'Learning rate' required: true default: 0.001 batch_size: description: 'Batch size' required: true default: 32 jobs: train_and_evaluate: runs-on: ubuntu-latest steps: - name: Checkout repository uses: actions/checkout@v2 - name: Set up Python uses: actions/setup-python@v2 with: python-version: '3.8' - name: Install dependencies run: | python -m pip install --upgrade pip pip install pandas scikit-learn tensorflow matplotlib mlflow - name: Train Model run: python create_model.py ${{ github.event.inputs.epochs }} ${{ github.event.inputs.learning_rate }} ${{ github.event.inputs.batch_size }} - name: Evaluate Model run: python evaluate.py ${{ github.run_number }}