Code

Improve GP/SGP API#132

Code

Merged

relf merged 26 commits intomasterrelf/egobox:masterfrom sgp-api-improverelf/egobox:sgp-api-improveCopy head branch name to clipboardFeb 1, 2024

Commits

Commits on Jan 25, 2024

• Add experts getter

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• Add experts API

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Commits on Jan 26, 2024

• Add sparse method choice in py API

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• Manage traces, Add initial_theta and sparse_method

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Commits on Jan 27, 2024

• Make GP n_start configurable

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• Add n_start argument to control hyperparams optimization restarts

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Commits on Jan 29, 2024

• Add theta tuning interface for SGP

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Commits on Jan 30, 2024

• Fix theta tuning initialization, refactor cobyla params

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• Renaming sparse_algorithm|parameters

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• Renaming theta_init

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• Rename guess in init

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• Add thate_tuning in GP API

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• Add theta_tuning to GP

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Commits on Jan 31, 2024

• Fix cobyla maxeval parameter

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• Parallellize multistart optimizations for SGP

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• Add SparseGpx basic tutorial

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• Trained Gp model store reduced likelihood value

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• Improve display trained model infos

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• Fix moe display test

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Commits on Feb 1, 2024

• Make GP/SGP computation interruptible

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• Fix double import

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• Cleanup

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• Remove fallible assertion in moe display test

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• Avoid ctrlc multiple handlers errors

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• Relax sgp noise test tolerance

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• Add parallel multistart to GP

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