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DOC - WIP: try to fix time comparison, but could not find root cause #303

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floriankozikowski
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@floriankozikowski floriankozikowski commented Apr 29, 2025

Context of the PR

Timing comparison with scikit-leran for Lasso is wrong and presents skglm in a bad light. Potential reasons are warmups, but root cause could not be identified yet.
( Closes issue #302 )

Contributions of the PR

WIP: Debug, interestingly the graphs appear correct if run in Jupyter Notebook instead of a python script, which underlines the assumption that something regarding warm-up / compilation time does not quite work correct.

Screenshot 2025-04-29 at 18 47 13 Screenshot 2025-04-29 at 18 47 28

Checks before merging PR

  • fix issue (currently still draft)
  • clean up code

@mathurinm
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fixed in #304

@mathurinm mathurinm closed this Apr 30, 2025
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2 participants