Google-vizier

Latest version: v0.1.16

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0.1.4

What's Changed
* More highlights by copybara-service in https://github.com/google/vizier/pull/543
* Small Doc Fix by copybara-service in https://github.com/google/vizier/pull/547
* Validate parameters in quasi-random and be less confusing about "NumpyArraySpec.DISCRETE" vs Vizier Discrete/Categorical. by copybara-service in https://github.com/google/vizier/pull/544
* Scalarizing Designer for MOO. by copybara-service in https://github.com/google/vizier/pull/540
* Refactor and split docs into (Designers: Writing Algorithms) and (Pythia Policies and Hosting Designers). by copybara-service in https://github.com/google/vizier/pull/551
* Add supported algorithms RTD by copybara-service in https://github.com/google/vizier/pull/555
* Simplify User API description. by copybara-service in https://github.com/google/vizier/pull/557
* Refactor Benchmarks to interact with only Policies which makes for automatic data sync. All Designer specific logic for in-ram efficiency is siloed in DesignerPolicy. by copybara-service in https://github.com/google/vizier/pull/554
* Need jax installation to run GP-Bandit in colab by copybara-service in https://github.com/google/vizier/pull/560
* Multi-task GP with non-linearities. by copybara-service in https://github.com/google/vizier/pull/517
* Additional shape check for the features and labels for DefaultTrialConverter. by copybara-service in https://github.com/google/vizier/pull/559
* Expose some experimenters in benchmark init by copybara-service in https://github.com/google/vizier/pull/567
* Move to a dedicated experimenters __init__. Also disable immutabledict import in SparseExperimenter. by copybara-service in https://github.com/google/vizier/pull/570


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.3...v0.1.4

0.1.3

What's Changed
* Support generic search spaces in Eagle Designer using ProblemAndTrialsScaler by copybara-service in https://github.com/google/vizier/pull/504
* Clarify the usage of `ns()` and `abs_ns()` for `metadata` objects. by copybara-service in https://github.com/google/vizier/pull/538
* Add hypervolume scalarization as Acquisition Function. by copybara-service in https://github.com/google/vizier/pull/525
* Fix to Quasi-Random Designer in https://github.com/google/vizier/pull/542

**Full Changelog**: https://github.com/google/vizier/compare/v0.1.2...v0.1.3

0.1.2

What's Changed
* Add immutabledict import by copybara-service in https://github.com/google/vizier/pull/478
* Remove pointless ensure-compile-time decorator. by copybara-service in https://github.com/google/vizier/pull/486
* Change how Cholesky factors are cached when computing the posterior predictive to accommodate an upcoming change to Jax. by copybara-service in https://github.com/google/vizier/pull/498
* Update RTD Colab following a change to StochasticProcessModel.predict. by copybara-service in https://github.com/google/vizier/pull/507
* More media by copybara-service in https://github.com/google/vizier/pull/509
* Add a test for a Stochastic Process Model that builds a multitask GP. by copybara-service in https://github.com/google/vizier/pull/503
* Correct usage example for completing infeasible trials. by copybara-service in https://github.com/google/vizier/pull/513
* More media + reorganizing by importance by copybara-service in https://github.com/google/vizier/pull/518
* Clarify docstring for pyvizier.Namespace class. by copybara-service in https://github.com/google/vizier/pull/524
* Internal Change. by copybara-service in https://github.com/google/vizier/pull/530


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.1...v0.1.2

0.1.1

What's Changed
* Use batch_size=1 since we're now using VizierGPBandit by copybara-service in https://github.com/google/vizier/pull/470
* Update to 0.1.1 by copybara-service in https://github.com/google/vizier/pull/473
* Intensify `performance_test` while removing redundant `vizier_server_test` by copybara-service in https://github.com/google/vizier/pull/474
* Add "getting started" code snippet to README. by copybara-service in https://github.com/google/vizier/pull/475


**Full Changelog**: https://github.com/google/vizier/compare/v0.1.0...v0.1.1

0.1.0

Official Release for AI Blog post.

0.0.20alpha

Improved PyGlove integration

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