Google-vizier

What's Changed
* Reduce duplicate code by copybara-service in https://github.com/google/vizier/pull/1046
* Fix endpoint issues in pyglove colab. Should resolve https://github.com/google/vizier/issues/1044 by copybara-service in https://github.com/google/vizier/pull/1047
* Fix link by copybara-service in https://github.com/google/vizier/pull/1050
* Updates acquisition optimizer parameters for `GP_UCB_PE` by copybara-service in https://github.com/google/vizier/pull/1051
* Change subplot title depending on if experimenter key is present. by copybara-service in https://github.com/google/vizier/pull/1052
* Adds an OSS GP_UCB_PE test by copybara-service in https://github.com/google/vizier/pull/1061
* Incorporate infeasible trials into Eagle designer by copybara-service in https://github.com/google/vizier/pull/1057
* Add more details on adaptive ensembling. by copybara-service in https://github.com/google/vizier/pull/1066
* Internal clean up. by copybara-service in https://github.com/google/vizier/pull/1064
* Adds shift to `InfeasibleWarperComponent` and turns it on for the default output warper pipeline by copybara-service in https://github.com/google/vizier/pull/1067
* Add Branin and Hartmann to public import by copybara-service in https://github.com/google/vizier/pull/1068
* Update linear output warper to work nicely with jit caching. by copybara-service in https://github.com/google/vizier/pull/1070
* Update logic for ensemble designer metadata failure into a log warning (in most cases). by copybara-service in https://github.com/google/vizier/pull/1072
* Update scheduled params API by copybara-service in https://github.com/google/vizier/pull/1073
* Stores per-suggestion latency in GP_UCB_PE suggestion timing metadata by copybara-service in https://github.com/google/vizier/pull/1075
* Speed up pareto_rank computation. by copybara-service in https://github.com/google/vizier/pull/1078
* Clarify and consolidate convergence curve scores by copybara-service in https://github.com/google/vizier/pull/1076
* Serialize the scheduled designer. by copybara-service in https://github.com/google/vizier/pull/1074
* Update benchmarking colab + reduce unnecessary imports by copybara-service in https://github.com/google/vizier/pull/1081
* Simplify Ray benchmarks RTD by copybara-service in https://github.com/google/vizier/pull/1082
* Update to 0.1.16 by copybara-service in https://github.com/google/vizier/pull/1084


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.15...v0.1.16

What's Changed
* Add GP_UCB_PE and make it the new default. by copybara-service in https://github.com/google/vizier/pull/1042


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.14...v0.1.15

What's Changed
* Add a json encoder for metadata by copybara-service in https://github.com/google/vizier/pull/1009
* Add failing designer for testing. by copybara-service in https://github.com/google/vizier/pull/1010
* Allow for linear kernel for ARD in Python GP. by copybara-service in https://github.com/google/vizier/pull/1012
* Fix early stopping colab by copybara-service in https://github.com/google/vizier/pull/1014
* Modernize `jaxtyped` code by copybara-service in https://github.com/google/vizier/pull/1015
* Support reverse log in keras embedder and small edge case fix in core converter. by copybara-service in https://github.com/google/vizier/pull/1017
* Support `SimpleKd` experimenter returning relative objective value. by copybara-service in https://github.com/google/vizier/pull/1011
* Propagate selected keys from global namespace to metadata namespace. by copybara-service in https://github.com/google/vizier/pull/1023
* Simplify some SQL datastore code by copybara-service in https://github.com/google/vizier/pull/1022
* `gp_bandit` designer rejects empty search spaces. by copybara-service in https://github.com/google/vizier/pull/1024
* No need for union since `vz.Trial` is already a subclass by copybara-service in https://github.com/google/vizier/pull/1025
* Debug shifting experimenter due to OOB values (and revert to previous code). by copybara-service in https://github.com/google/vizier/pull/1019
* Apply suggestion from ConnorBaker in https://github.com/google/vizier/pull/1029 by copybara-service in https://github.com/google/vizier/pull/1033
* Remove Python 3.7 support and fix ugly formatting in pyglove core by copybara-service in https://github.com/google/vizier/pull/1035
* Allow for mutation rate schedules for NSGA by copybara-service in https://github.com/google/vizier/pull/1034
* Update benchmark result structure to incorporate spec gen name. by copybara-service in https://github.com/google/vizier/pull/1020
* Adds a new error type (not yet fully supported) that allows Pythia algorithms by copybara-service in https://github.com/google/vizier/pull/1038
* Some support for PythiaFallbackError. by copybara-service in https://github.com/google/vizier/pull/1039
* Adds benchmarks testing. by copybara-service in https://github.com/google/vizier/pull/1040
* Add NormalizedSimpleRegert and WinRateSimpleRegret convergence curve comparators. by copybara-service in https://github.com/google/vizier/pull/1041
* Creating scheduled GP-Bandit designer. by copybara-service in https://github.com/google/vizier/pull/1043


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.13...v0.1.14

What's Changed
* Remove logging errors when the convertor rounds up values, which is not an uncommon occurrence (e.g. RandomDesigner, EagleStrategyDesigner). by copybara-service in https://github.com/google/vizier/pull/950
* Input validation for add_categorical_param. by copybara-service in https://github.com/google/vizier/pull/952
* Fix the type error. `nn.module.get_variable` returns a regular dict now. by copybara-service in https://github.com/google/vizier/pull/957
* Fixes Eagle optimizer trials padding by copybara-service in https://github.com/google/vizier/pull/960
* ParameterEntropyHparamScorerFactory for scoring exploration behavior by copybara-service in https://github.com/google/vizier/pull/970
* Add prior study setters into benchmark runners. by copybara-service in https://github.com/google/vizier/pull/984
* Update documentation: Users are now allowed to write to namespaces other than by copybara-service in https://github.com/google/vizier/pull/988
* Introduce stateful curve converters. by copybara-service in https://github.com/google/vizier/pull/987
* Add support for conditionals in `TrialToArrayConverter`. by copybara-service in https://github.com/google/vizier/pull/1001
* Minor edits by copybara-service in https://github.com/google/vizier/pull/1000


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.12...v0.1.13

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

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