EmuKit / emukit

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

https://emukit.github.io/emukit/

Apache License 2.0

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adding exp design tutorial #232

Closed mmahsereci closed 5 years ago

mmahsereci commented 5 years ago

Issue #, if available: #155

Description of changes:

Notebook for experimental design. I may not have found it, but there seems to be no pre-wrapped loop yet that also initialized the model. If this is the case I may add that later as well in the examples.

Also citations for the ExpDesign acquisition functions are welcome.

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

review-notebook-app[bot] commented 5 years ago

Check out this pull request on ReviewNB: https://app.reviewnb.com/amzn/emukit/pull/232

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codecov-io commented 5 years ago

Codecov Report

Merging #232 into master will not change coverage. The diff coverage is n/a.

@@           Coverage Diff           @@
##           master     #232   +/-   ##
=======================================
  Coverage   89.43%   89.43%           
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  Files         113      113           
  Lines        3267     3267           
  Branches      353      353           
=======================================
  Hits         2922     2922           
  Misses        276      276           
  Partials       69       69

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