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 ;)
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
The files run locally right now, but a double check is welcome ;)
Could be merged, but should be completed imho.