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Add graph-based surrogates for architecture optimization - #45
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flatala
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Oct 14, 2026
flatala
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- Introduces GraphDecoder, GraphRepresentation, NodeLabeling, and SizingFeature interfaces.
- Adds the multi-granularity learned-depth LdWloa kernel, sizing and edge-multiplicity kernels, and kernel composition.
- Integrates graph models into ModelFactory, including multi-output models and cached feature reuse.
- Adds saved reference Pareto-front loading, a standalone guide, and tests with dependency-aware SMT skipping.
jbussemaker
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Oct 14, 2026
jbussemaker
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jbussemaker
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Thanks for the great contributions here as well :)
One small thing again, please update and then we can rerun the tests.
| 'ConfigSpace>=1.2.1', | ||
| 'more-itertools>=9.1', | ||
| 'appdirs', | ||
| 'networkx', |
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Please make this part of the arch_sbo optional dependencies list. Add import checks where needed.
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Thank you! The failing tests are unrelated to your code so I'm merging :) |
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