Fix core simulation and modernize PyG environment - #52
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Summary
Root cause
The core simulation accepted invalid lifecycle values, used fragile aggregation and floating-point resource accounting, and left some failed requests under-classified. The joint-PR solvers were not imported into the registry and could return after partial failures without undoing earlier mappings.
The package also pinned platform-specific PyG wheel URLs in project metadata and attempted package installation during module import. That made installation dependent on one Python/OS/accelerator combination and caused imports to mutate the environment.
Validation
.venv/bin/python -m pytest -q— 251 passedpyproject.tomlpython -m pip checktorch_sparse,torch_scatter, andtorch_clusterdeliberately unavailable