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C-bowman/inference-tools: 0.7.1 release

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 22 Nov 2021Publisher:Zenodo
Authors: Chris Bowman; Peter Hill;

doi: 10.5281/zenodo.5812098 , 10.5281/zenodo.5768806 , 10.5281/zenodo.7064489 , 10.5281/zenodo.6471693 , 10.5281/zenodo.5718795 , 10.5281/zenodo.7135207 , 10.5281/zenodo.6654460

C-bowman/inference-tools: 0.7.1 release

Abstract

Improved the efficiency of linear algebra calculations in GpRegressor related to hyper-parameter optimisation. Initial guess generation for acquisition function maximisation in GpOptimiser now works properly in cases where some of the data are outside the search bounds. The choice of optimiser used for acquisition function maximisation in GpOptimiser can now also be specified when calling GpOptimiser.propose_evaluation.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
0
Average
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Average
7