Bayesian (BOTorch) extensions for the Ax platform
This is largely an experimental library basically glueing multi-fidelity and robust optimization into the ax-platform internals. Refactored out of foamBO to decouple it from its orchestration capabilities.
Extracts foamBO's self-contained (historic) robustness.py (qMultiFidHVKG cost loop,
SubstituteContextFeatures, RobustAcquisition CVaR/MARS, augment_generator_specs /
cycle_context) into a separate package so more tools can have these capabilities
without getting foamBO's orchestration if they don't want it.
1 maintainer
Metadata
1 maintainer
Release files for axbo_extensions 1.4.0
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Source distribution (sdist)
| File | Size | Uploaded | |
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| axbo_extensions-1.4.0.tar.gz | 28.5 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| axbo_extensions-1.4.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 51.5 kB
Release files / axbo_extensions-1.4.0.tar.gz
| Download URL | axbo_extensions-1.4.0.tar.gz |
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| Size | 28.5 kB |
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Release files / axbo_extensions-1.4.0-py3-none-any.whl
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| Tags | Python 3 |
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