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Release 0.11.0
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@uri-granta uri-granta released this 07 Jun 14:32
· 225 commits to develop since this release
v0.11.0
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New features
SparseGaussianProcessRegression model wrapper (#531)
MonteCarloExpectedImprovement acquisition function (#393, #554)
DecoupledTrajectorySampler (#504, #556, #559)
DeepGaussianProcessDecoupledTrajectorySampler (#393, #549)
Fixed reference points for multi-objective optimization (#385)
Inducing point selectors (#511, #564)
HIPPO: HIghly Parallelizable Pareto Optimization (#519)
Saving optimization history to disk (#535)
Copying and saving deep ensemble models (#540)
MakePositive acquisition function transformation (#516)
try_get_optimal_point result helper method (#517)

Improvements
TensorBoard monitoring overhaul (#514, #515, #536, #544, #551)
Use gpflow posterior objects to speed up acquisition (#523, #532)
DeepEnsembleTrajectorySampler improvements (#541)
Avoid recompiling training loss closures (#553)
Default to compiled model optimizer for gpflow (#528)
Multiplication of mixed search spaces (#518)
Seed argument in search space sample method (#561)
Support ask-tell with uncopyable models (#545)
Make gpflux builders consistent with gpflow builders (#478)
Type checking improvements (#506, #507, #513, #521)

Build changes
Update to gpflow 2.5.2 (#522, #550, #555)
Name integration tests (#508)
Make fake8 ignore build directory (#557)
Thompson Sampling notebook (#527)
Documentation fixes (#502, #525, #542)

Full Changelog: v0.10.0...v0.11.0

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