No description
Xiao Furen
4f5be3d3e9
Refactor the optimization pipeline to eliminate module-level global variables, improving thread safety and modularity. Introduced `OptimizationContext` to explicitly manage shared state during cylinder evaluation. Key changes: - core: Replace global variables with `OptimizationContext` dataclass in `objective.py`. - core: Implement `refine_lateral_longer` in `optimizer.py` for deterministic local refinement of screw placement. - core: Update scoring logic in `scoring.py` to use higher penalties for out-of-bone voxels. - imaging: Add advanced symmetry detection including `best_symmetry_plane` and `best_symmetry_axis_angle` in `orientation.py`. - visualization: Enhance 3D plotting in `res_plot_3d.py` with volume absorption rendering (Beer-Lambert law) for an X-ray-like appearance. - xfr_debug: Implement a custom `_Tee` logger to support multi-process logging with volume and level-specific tags. - chore: Update `.gitignore` to include local logs and kilo directories. |
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| .kilo/agents | ||
| .vscode | ||
| config | ||
| core | ||
| imaging | ||
| references | ||
| results | ||
| utils | ||
| visualization | ||
| .gitignore | ||
| __init__.py | ||
| experiment.ipynb | ||
| optimization_benchmark_results_DE.csv | ||
| optimization_benchmark_results_NM.csv | ||
| optimization_benchmark_results_PSO.csv | ||
| progress.json | ||
| run_all_cases.py | ||
| run_benchmark.py | ||
| run_de.py | ||
| run_pso.py | ||
| structure.txt | ||
| xfr_debug.py | ||
| xfr_preprocess.py | ||