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GPSampler as Default Optuna Sampler
- #47
#47
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thomasATbayer
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Bayer-Group/MotherML:main
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46-make-gp-sampler-the-standard-optuna-sampler-when-torch-is-installed
Bayer-Group/MotherML:46-make-gp-sampler-the-standard-optuna-sampler-when-torch-is-installed
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Open
GPSampler as Default Optuna Sampler
#47
thomasATbayer
wants to merge 9 commits into
main
Bayer-Group/MotherML:main
from
46-make-gp-sampler-the-standard-optuna-sampler-when-torch-is-installed
Bayer-Group/MotherML:46-make-gp-sampler-the-standard-optuna-sampler-when-torch-is-installed
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Commits on Jul 2, 2026
enable hold out tuning and make gp sample the standard sampler
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a7ee05e
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update optuna
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2f1d862
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add test for hold out set usage
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96e860a
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Commits on Jul 21, 2026
Merge branch 'main' into 46-make-gp-sampler-the-standard-optuna-sampler-when-torch-is-installed
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e38156a
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fix: properly test the usage of the GPSampler
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ec60175
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Commits on Jul 23, 2026
fix(optimization): harden default Optuna sampler selection
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fix(optimization): harden default Optuna sampler selection
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fix(optimization): default to GPSampler with TPE independent fallback
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test(optimization): make GP sampler selection test hermetic for optional deps
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