8000 Add LieCholeskyMetric on SPDMatrices by luisfpereira · Pull Request #1911 · geomstats/geomstats · GitHub
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Add LieCholeskyMetric on SPDMatrices #1911

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merged 1 commit into from
Nov 29, 2023

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luisfpereira
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This PR builds on top of #1872 to implement a LieCholeskyMetric, which is a PullbackDiffeoMetric by the Cholesky map, on the SPDMatrices. The diffeomorphism is between the SPDMatrices and the PositiveLowerTriangularMatrices equipped with an invariant metric.

(with @olivierbisson)

@luisfpereira luisfpereira requested a review from < 8000 a data-hovercard-type="user" data-hovercard-url="/users/olivierbisson/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/olivierbisson">olivierbisson November 29, 2023 17:34
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codecov bot commented Nov 29, 2023

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (2e5fff3) 86.95% compared to head (2cea5a0) 91.58%.

Additional details and impacted files
@@            Coverage Diff             @@
##             main    #1911      +/-   ##
==========================================
+ Coverage   86.95%   91.58%   +4.63%     
==========================================
  Files         218      223       +5     
  Lines       18988    19041      +53     
==========================================
+ Hits        16510    17436     +926     
+ Misses       2478     1605     -873     
Flag Coverage Δ
numpy 90.28% <100.00%> (?)
pytorch 86.96% <100.00%> (+0.01%) ⬆️

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@luisfpereira luisfpereira merged commit 2ae6bda into geomstats:main Nov 29, 2023
@luisfpereira luisfpereira deleted the lie_cholesky branch November 29, 2023 17:57
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