Change MIT to Unlicense #12
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| name: Monte Carlo Gold Replicator CI | ||
| on: | ||
| push: | ||
| branches: [ main, develop ] | ||
| pull_request: | ||
| branches: [ main ] | ||
| jobs: | ||
| monte-carlo-optimization: | ||
| runs-on: ubuntu-latest | ||
| strategy: | ||
| matrix: | ||
| python-version: [3.9, 3.10, 3.11] | ||
| steps: | ||
| - uses: actions/checkout@v3 | ||
| - name: Set up Python ${{ matrix.python-version }} | ||
| uses: actions/setup-python@v3 | ||
| with: | ||
| python-version: ${{ matrix.python-version }} | ||
| - name: Install dependencies | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install numpy matplotlib scipy scikit-optimize | ||
| if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - name: Run digital twin optimization (Month 1) | ||
| run: | | ||
| cd prototyping | ||
| python digital_twin_optimizer.py | ||
| - name: Validate atomic data binding | ||
| run: | | ||
| cd prototyping | ||
| python atomic_binder.py | ||
| - name: Test simulation interface | ||
| run: | | ||
| cd prototyping | ||
| python simulations.py | ||
| micro-experiment-planning: | ||
| runs-on: ubuntu-latest | ||
| needs: monte-carlo-optimization | ||
| steps: | ||
| - uses: actions/checkout@v3 | ||
| - name: Set up Python 3.11 | ||
| uses: actions/setup-python@v3 | ||
| with: | ||
| python-version: 3.11 | ||
| - name: Install dependencies | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install numpy matplotlib scipy scikit-optimize | ||
| - name: Calculate optimal experimental parameters | ||
| run: | | ||
| cd prototyping | ||
| python monthly_experiment_planner.py --budget=100 | ||
| - name: Generate vendor specifications | ||
| run: | | ||
| cd prototyping | ||
| python vendor_spec_generator.py | ||
| - name: Generate vendor specifications | ||
| run: | | ||
| cd prototyping | ||
| python vendor_spec_generator.py | ||
| - name: Upload experiment specifications | ||
| uses: actions/upload-artifact@v3 | ||
| with: | ||
| name: micro-experiment-specs | ||
| path: experiment_specs/ | ||
| cost-viability-analysis: | ||
| runs-on: ubuntu-latest | ||
| needs: monte-carlo-optimization | ||
| steps: | ||
| - uses: actions/checkout@v3 | ||
| - name: Set up Python 3.11 | ||
| uses: actions/setup-python@v3 | ||
| with: | ||
| python-version: 3.11 | ||
| - name: Install dependencies | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install numpy matplotlib scipy | ||
| - name: Analyze outsourcing cost structure | ||
| run: | | ||
| cd prototyping | ||
| python outsourcing_cost_analyzer.py --budget=100 --target-roi=200 | ||
| - name: Generate monthly experiment plan | ||
| run: | | ||
| cd prototyping | ||
| python monthly_experiment_planner.py > monthly_plan.txt | ||
| - name: Upload monthly plan | ||
| uses: actions/upload-artifact@v3 | ||
| with: | ||
| name: monthly-experiment-plan | ||
| path: prototyping/monthly_plan.txt | ||
| - name: Check minimum viable yield threshold | ||
| run: | | ||
| cd prototyping | ||
| python -c " | ||
| from outsourcing_cost_analyzer import OutsourcingAnalyzer | ||
| from monte_carlo_optimizer import MonteCarloOptimizer | ||
| analyzer = OutsourcingAnalyzer() | ||
| mc = MonteCarloOptimizer() | ||
| # Get best predicted recipe | ||
| best_recipe = mc.get_optimal_recipe() | ||
| predicted_yield = best_recipe['predicted_au_mg'] | ||
| # Check if economically viable for outsourcing | ||
| viable = analyzer.is_viable_for_outsourcing(predicted_yield, cost_per_run=60) | ||
| print(f'Predicted yield: {predicted_yield:.4f} mg Au per run') | ||
| print(f'Cost per run: \$60 CAD') | ||
| print(f'Economically viable: {viable}') | ||
| if not viable: | ||
| print('WARNING: Current recipe may not be economically viable') | ||
| print('Consider optimizing for higher yield or lower cost') | ||
| exit(1) | ||
| else: | ||
| print('SUCCESS: Recipe ready for micro-experiment outsourcing') | ||
| exit(0) | ||
| " | ||
| windows-compatibility: | ||
| runs-on: windows-latest | ||
| steps: | ||
| - uses: actions/checkout@v3 | ||
| - name: Set up Python 3.11 | ||
| uses: actions/setup-python@v3 | ||
| with: | ||
| python-version: 3.11 | ||
| - name: Install dependencies | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install numpy matplotlib scipy scikit-optimize | ||
| - name: Test Monte Carlo on Windows | ||
| run: | | ||
| cd prototyping | ||
| python monte_carlo_optimizer.py --iterations=100 --test-mode | ||
| - name: Validate vendor spec generation | ||
| run: | | ||
| cd prototyping | ||
| python vendor_spec_generator.py --test-mode | ||
