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Add Wiener Velocity kernel#1003

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Add Wiener Velocity kernel#1003
Duncan10 wants to merge 4 commits into
SheffieldML:develfrom
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@Duncan10

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This PR contributes an implementation for the 1D Wiener velocity kernel. The Wiener velocity corresponds to a once integrated Wiener process (Brownian motion) as described by Solin in "Stochastic Differential Equation Methods for Spatio-Temporal Gaussian Process Regression", 2016. URL: http://urn.fi/URN:ISBN:978-952-60-6711-7

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codecov Bot commented Feb 6, 2023

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Codecov Report

Merging #1003 (b33c036) into devel (f63ed48) will increase coverage by 0.03%.
The diff coverage is 79.31%.

Additional details and impacted files
@@            Coverage Diff             @@
##            devel    #1003      +/-   ##
==========================================
+ Coverage   54.49%   54.53%   +0.03%     
==========================================
  Files         210      211       +1     
  Lines       21560    21589      +29     
  Branches     3169     3172       +3     
==========================================
+ Hits        11750    11773      +23     
- Misses       9255     9261       +6     
  Partials      555      555              

@ekalosak

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LGTM @zhenwendai @javiergonzalezh et al. what do you think?

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2 participants