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Update symbolic regression examples #33

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merged 5 commits into from
Feb 12, 2021

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AlCap23
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@AlCap23 AlCap23 commented Feb 10, 2021

This extends the current example ( Scenario 1 ) to learn

Scenario 2 : A decay rate of the predators + the interaction terms based on sparse observations of the predator and dense observations of the prey
Scenario 3 : The Fisher KPP example
Hudson Bay : Full recovery of the Lotka-Volterra model based on Data

with more noise and smaller networks ( all < 100 parameters ).

ToDo

  • Find better data for Hudson bay.
  • Make the plots nicer and add symbolic regression plot

The files run locally right now, but a double check is welcome ;)

Could be merged, but should be completed imho.

@AlCap23 AlCap23 added the enhancement New feature or request label Feb 10, 2021
@AlCap23 AlCap23 self-assigned this Feb 10, 2021
@ChrisRackauckas ChrisRackauckas marked this pull request as ready for review February 12, 2021 12:01
@ChrisRackauckas ChrisRackauckas merged commit 63854e4 into master Feb 12, 2021
@ChrisRackauckas ChrisRackauckas deleted the update_symbolic_regression branch February 12, 2021 12:01
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