Google-vizier

What's Changed
* 1. Fix SQL datastore's commit logic by copybara-service in https://github.com/google/vizier/pull/1235


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.23...v0.1.24

What's Changed
* Update to Python 3.12 CI to be foward-looking. by copybara-service in https://github.com/google/vizier/pull/1231
* Change back to 3.11 - apparently 3.12 has some test failures in `performance_test.py`. by copybara-service in https://github.com/google/vizier/pull/1232
* Relax grpc to 1.66.2 by copybara-service in https://github.com/google/vizier/pull/1233
* Remove `grpcio-tools` from `requirements.txt`, it turns out it's not actually needed - only relevant during building and `setup.py`! Also downgrade `grpcio` to minimum version which supports Py3.11 by copybara-service in https://github.com/google/vizier/pull/1234


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.22...v0.1.23

What's Changed
* Supports the Separable kernel in `VizierGaussianProcess` for multimetric problems. by copybara-service in https://github.com/google/vizier/pull/1223
* Supports more multitask types in GP-based designers by copybara-service in https://github.com/google/vizier/pull/1224
* Trial and metric padding is not yet supported for multimetric problems in GP-UCB-PE. by copybara-service in https://github.com/google/vizier/pull/1225
* Relax versions for benchmark requirements, per https://github.com/google/vizier/issues/1222#issuecomment-2592148647 by copybara-service in https://github.com/google/vizier/pull/1226
* Update grpcio and grpcio-tools. Previous versions break Python11. See this thread: https://github.com/grpc/grpc/issues/31934 by copybara-service in https://github.com/google/vizier/pull/1229


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.21...v0.1.22

What's Changed
* Allow arms to have alphabetical names. by copybara-service in https://github.com/google/vizier/pull/1190
* Add dev version in README and slightly improve supported algorithms writing by copybara-service in https://github.com/google/vizier/pull/1194
* Small fix on raytune conversion: Integer.high is exclusive actually: https://docs.ray.io/en/latest/_modules/ray/tune/search/sample.html#randint, but we're inclusive. by copybara-service in https://github.com/google/vizier/pull/1195
* Support `xs_cutoff` for the convergence curves comparators. by copybara-service in https://github.com/google/vizier/pull/1192
* Update description of Eagle hyper-params. by copybara-service in https://github.com/google/vizier/pull/1196
* Tidy `clients.py` following https://github.com/ray-project/ray/pull/48684/files#r1854943374, use `ResourceNotFoundError` if study is not found. by copybara-service in https://github.com/google/vizier/pull/1200
* Allow numpy 2.0 by copybara-service in https://github.com/google/vizier/pull/1202
* Small aesthetic doc fixes by copybara-service in https://github.com/google/vizier/pull/1203
* Resolve unsoundness caught by pytype --strict-none-binding. by copybara-service in https://github.com/google/vizier/pull/1209
* Allows dependency injection of the GP model into the `GP_UCB_PE` designer by copybara-service in https://github.com/google/vizier/pull/1208
* Allows dependency injection of random sampling and projection functions to VectorizedEagle by copybara-service in https://github.com/google/vizier/pull/1210
* Minor refactor of `GP_UCB_PE` by copybara-service in https://github.com/google/vizier/pull/1211
* Adds multi-metric support to `GP_UCB_PE` by copybara-service in https://github.com/google/vizier/pull/1217
* Updating Pytype None check for eagle_strategy.py by copybara-service in https://github.com/google/vizier/pull/1197
* Is_parallel should be False for scalarized GP_BANDIT, as it doesn't allow for multimetric batch. by copybara-service in https://github.com/google/vizier/pull/1221
* Update docs and version due to multiobjective in GP-UCB-PE by copybara-service in https://github.com/google/vizier/pull/1220


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.20...v0.1.21

What's Changed
* Support for handling singleton params for Pythia by copybara-service in https://github.com/google/vizier/pull/1186
* Add commit / rollback SQLA on commands which edit the database on harddisk. See https://github.com/google/vizier/issues/1187. Originally executions only occurred in memory but weren't saved to harddisk. by copybara-service in https://github.com/google/vizier/pull/1188


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.19...v0.1.20

What's Changed
* Add/edit explanation to some areas of the Eagle optimizer implementation. by copybara-service in https://github.com/google/vizier/pull/1155
* Add a TODO by copybara-service in https://github.com/google/vizier/pull/1159
* 1, Finish NormalizingExperimenter over all flat search spaces by using converters instead. by copybara-service in https://github.com/google/vizier/pull/1161
* Handle edge case when all labels are NaN. by copybara-service in https://github.com/google/vizier/pull/1162
* Remove emukit from oss list by copybara-service in https://github.com/google/vizier/pull/1164
* Change NormalizingExperimenter to use (y - mean)/std instead by copybara-service in https://github.com/google/vizier/pull/1165
* chore: Remove emukit by copybara-service in https://github.com/google/vizier/pull/1163
* Adds `sample` and `predict` methods to GP-UCB-PE designer. by copybara-service in https://github.com/google/vizier/pull/1167
* Fix a bug in the ParameterValueConverter introduced by numpy 2.0.1 (see cl/677725110). by copybara-service in https://github.com/google/vizier/pull/1170
* Allow ports to be defined by users if really needed. https://github.com/google/vizier/issues/1098 by copybara-service in https://github.com/google/vizier/pull/1171
* Fix RTD issues by copybara-service in https://github.com/google/vizier/pull/1173
* Add multi-arm experimenters by copybara-service in https://github.com/google/vizier/pull/1172
* Increases the default signal-to-noise threshold for `gp_ucb_pe.VizierGPUCBPEBandit` by copybara-service in https://github.com/google/vizier/pull/1177
* Increases the default signal-to-noise threshold for `gp_ucb_pe.VizierGPUCBPEBandit` by copybara-service in https://github.com/google/vizier/pull/1178
* Enables `float64` in scheduled_designer_test by copybara-service in https://github.com/google/vizier/pull/1179
* Increases the default signal-to-noise threshold for `gp_ucb_pe.VizierGPUCBPEBandit` by copybara-service in https://github.com/google/vizier/pull/1180
* Update Jax version to fix CI errors by copybara-service in https://github.com/google/vizier/pull/1182
* Patch Eagle designer to handle singleton parameters. by copybara-service in https://github.com/google/vizier/pull/1181


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.18...v0.1.19