amzn / amazon-ray

Staging area for ongoing enhancements to Ray focused on improving integration with AWS and other Amazon technologies.
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[tune](deps): Bump ax-platform from 0.1.20 to 0.2.0 in /python/requirements/tune #56

Closed dependabot[bot] closed 3 years ago

dependabot[bot] commented 3 years ago

Bumps ax-platform from 0.1.20 to 0.2.0.

Release notes

Sourced from ax-platform's releases.

v0.2.0 Release

What’s new?

  1. Modular BotAx + tutorial: new flexible setup for combining BoTorch subcomponents into a Model in Ax,
  2. Scheduler + tutorial: new standalone configurable manager abstraction to run asynchronous closed-loop experiments with Ax (with or without human-in-the-loop),
  3. GenerationStrategy tutorial: walkthrough for optimization algorithms specification in in Ax,
  4. Bayesian optimization with categorical kernels exposed in Ax and auto-selected in Service and Loop APIs (via choose_generation_strategy). This eliminates the need to opt for Sobol quasi-random search when a given search space contains predominantly choice (a.k.a. categorical or discrete) parameters,
  5. Scalarized outcome constraint support (feature request: facebook/Ax#472),
  6. Extended exp_to_df utility to conveniently display an Ax Experiment as a dataframe of trials and arms.

Bugfixes

Commits
  • de18d48 pin latest botorch release before releasing Ax
  • 752214a utility for plotting performance as a function of time
  • ac9fbc8 make plotly versions of feature importance plots
  • 5dbd88a remove unclaimed pip dependency
  • 05d8b4b suppress errors in fbcode/ax - batch 1
  • 0afd0fe Add docstring and remove catch-all kwargs from Trial.lookup_data
  • fc78cb5 Block candidate generation on poor fit
  • 13ebe1d Move repeated arm fix to add_generator_run
  • 6bfe269 Make get_best_trial robust to missing objective value
  • 17dc139 Move NEHVI to OSS (#611)
  • Additional commits viewable in compare view


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dependabot[bot] commented 3 years ago

Superseded by #69.