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Add Pareto Front Identification for SINDY #41

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merged 32 commits into from Feb 9, 2020
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@AlCap23 AlCap23 commented Jan 31, 2020

Also merges #29 , since we need most of the model selection criteria.

ChrisRackauckas and others added 15 commits January 27, 2020 05:16
1) Function `unique` inside the Basis constructor was never being called because the argument's type was AbstractVector{Operation} instead of a Basis.

2) Using simplify_constants since `isequal` was considering things like 1u[1]^1 equal to u[1].
Wrong norm
Wrong Norm
Simply sets the threshold an collects the basis
nicer print, push!, merge, count ops and free parameters
Hankel, AIC, BIC, optimal threshold
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codecov bot commented Jan 31, 2020

Codecov Report

Merging #41 into master will not change coverage.
The diff coverage is n/a.

Impacted file tree graph

@@           Coverage Diff           @@
##           master      #41   +/-   ##
=======================================
  Coverage   87.66%   87.66%           
=======================================
  Files          13       13           
  Lines         389      389           
=======================================
  Hits          341      341           
  Misses         48       48
Impacted Files Coverage Δ
src/basis.jl 90.59% <ø> (ø) ⬆️

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@AlCap23 AlCap23 marked this pull request as ready for review February 9, 2020 10:48
@AlCap23 AlCap23 changed the title Pareto Front Frontier Add Pareto Front Identification for SINDY Feb 9, 2020
@AlCap23 AlCap23 merged commit de617a8 into master Feb 9, 2020
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4 participants