Ax 1.1.0

New Features

• New option for the method parameter in client.configure_generation_strategy:
  quality -- allows uers to indicate they would like Ax to generate the highest
  quality candidates it is able to at the expense of slower runtime (#4042)
• New logic for deciding which analyses to produce by default in
  client.compute_analyses (#4013)
• New parameters in client.summarize allow users to filter their summary by trial
  index and/or trial status (#4012, #4118)

Bug Fixes

• Allow client.summarize to be called without a GenerationStrategy being set
  (i.e. before client.configure_generation_strategy or client.get_next_trails
  has been called.) (#3801)
• Fixed incorrect grouping in TopSurfacesAnalysis (#4095)
• Fixed ContourPlot failing to compute in certain search spaces with parameter
  constraints (#4124)
• Misc. plotting fixes and improvements

Other changes

• Bumped pinned botorch version to 0.15.1
• Performance improvements in SensitivityAnalysis (#3891)
• Improved optimization performance in constrained optimization settings (#3585)
• Augmented logging in Client, early stopping module (#4044, #4108)