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add additional test functions and psychophysics task and dataset from Letham et al. 2022 #350

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Summary: Additional high-dimensional test functions and real psychophysics task are added to problem.py for benchmarking performance of acquistions functions or GP models. The code and dataset are obtained from https://github.com/facebookresearch/bernoulli_lse/blob/main/problems.py.

Differential Revision: D57885175

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label May 29, 2024
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This pull request was exported from Phabricator. Differential Revision: D57885175

wenx-guo added a commit to wenx-guo/aepsych that referenced this pull request May 29, 2024
… Letham et al. 2022 (facebookresearch#350)

Summary:

Additional high-dimensional test functions and real psychophysics task are added to problem.py for benchmarking performance of acquistions functions or GP models. The code and dataset are obtained from https://github.com/facebookresearch/bernoulli_lse/blob/main/problems.py.

Differential Revision: D57885175
…acebookresearch#349)

Summary:

The run_benchmarks_with_checkpoints function generates an output path featuring the current chunk number. If the benchmarking process restarts, previous outputs will be overwritten. To avoid this and prevent file overwriting, the start_idx argument can be used to initiate chunk counting from a specific index.

Reviewed By: crasanders

Differential Revision: D57881813
… Letham et al. 2022 (facebookresearch#350)

Summary:

Additional high-dimensional test functions and real psychophysics task are added to problem.py for benchmarking performance of acquistions functions or GP models. The code and dataset are obtained from https://github.com/facebookresearch/bernoulli_lse/blob/main/problems.py.

Differential Revision: D57885175
wenx-guo added a commit to wenx-guo/aepsych that referenced this pull request May 31, 2024
… Letham et al. 2022 (facebookresearch#350)

Summary:

Additional high-dimensional test functions and real psychophysics task are added to problem.py for benchmarking performance of acquistions functions or GP models. The code and dataset are obtained from https://github.com/facebookresearch/bernoulli_lse/blob/main/problems.py.

Differential Revision: D57885175
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This pull request was exported from Phabricator. Differential Revision: D57885175

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