Google-vizier

Latest version: v0.1.24

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0.1.12

What's Changed
* Small aesthetic update to Ray benchmark RTD by copybara-service in https://github.com/google/vizier/pull/914
* Add a lot of tracing trackers. by copybara-service in https://github.com/google/vizier/pull/913
* Fix broken `pytest_ray` installation by copybara-service in https://github.com/google/vizier/pull/918
* Add multi-objective acquisitions and integrate them into GPBandit. by copybara-service in https://github.com/google/vizier/pull/909
* Add profiling around seed trial generation to help debug slow runs. by copybara-service in https://github.com/google/vizier/pull/925
* Meta learning designer: 1) multi-metric trial support, 2) updated default schedules, 3) additional testing and documentation. by copybara-service in https://github.com/google/vizier/pull/933
* Add counter metrics with metadata. by copybara-service in https://github.com/google/vizier/pull/931
* Use QuasiRandomDesigner in EagleStrategy. by copybara-service in https://github.com/google/vizier/pull/943
* Clean up & bugfix for random rotation matrix generation. by copybara-service in https://github.com/google/vizier/pull/941
* Remove redundant logging from Eagle designer for expediting benchmarking jobs / convergence tests. by copybara-service in https://github.com/google/vizier/pull/946


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.11...v0.1.12

0.1.11

What's Changed
* Expose PolicyFactory into Pythia import. by copybara-service in https://github.com/google/vizier/pull/905
* General Meta-Learning Framework by copybara-service in https://github.com/google/vizier/pull/877
* Debug ensemble_designer to handle with Active Trials. by copybara-service in https://github.com/google/vizier/pull/910


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.10...v0.1.11

0.1.10

What's Changed
* Clarify that in multi-worker situations, workers are expected to provide `client_id` in the `suggest()` call, and not during client construction. by copybara-service in https://github.com/google/vizier/pull/875
* Expose `DesignerPolicy` in `algorithms` init file by copybara-service in https://github.com/google/vizier/pull/894
* Update Vizier version to 0.1.10 by copybara-service in https://github.com/google/vizier/pull/896


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.9...v0.1.10

0.1.9

What's Changed
* Add PlotElements and BenchmarkRecord for easy plotting. by copybara-service in https://github.com/google/vizier/pull/878


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.8...v0.1.9

0.1.8

What's Changed
* 'all' pip README update by copybara-service in https://github.com/google/vizier/pull/851


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.7...v0.1.8

0.1.7

What's Changed
* Predict Kumamon individual metrics. by copybara-service in https://github.com/google/vizier/pull/739
* Add GP Bandit tests for VizierSearcher by copybara-service in https://github.com/google/vizier/pull/750
* Make the number of unpadded features a dynamic arg for acquisition function optimization so that padding/masking the feature dimension avoids retracing. by copybara-service in https://github.com/google/vizier/pull/757
* Add a Converter from trials to ContinuousAndCategoricalArray. by copybara-service in https://github.com/google/vizier/pull/754
* Minor cleanups by copybara-service in https://github.com/google/vizier/pull/788
* Use Categorical kernel in GP bandit. by copybara-service in https://github.com/google/vizier/pull/784
* Convert vectorized optimizers to operate on continuous and categorical data. by copybara-service in https://github.com/google/vizier/pull/793
* Follow up to the VectorizedBase refactor with a couple fixes: by copybara-service in https://github.com/google/vizier/pull/797
* Add arch gym to highlights by copybara-service in https://github.com/google/vizier/pull/804
* Add the wide LCB and delayed trust region application options to the acquisition-based trust region. by copybara-service in https://github.com/google/vizier/pull/805
* Silence some pytype errors. by copybara-service in https://github.com/google/vizier/pull/820
* Minor updates to pythia docs, string reps, and TODOs by copybara-service in https://github.com/google/vizier/pull/821
* Internal change. by copybara-service in https://github.com/google/vizier/pull/829
* Advance `attrs` version to `23.1.0` by copybara-service in https://github.com/google/vizier/pull/830
* Add batching/ensembling support for mean_fn. by copybara-service in https://github.com/google/vizier/pull/834


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.6...v0.1.7

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