SciML / DiffEqParamEstim.jl

Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
https://docs.sciml.ai/DiffEqParamEstim/stable/
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Add a findfit function #220

Open fdekerme opened 1 year ago

fdekerme commented 1 year ago

Since the package is defined as "a simple interface for users who want to quickly run standard parameter estimation routines for model calibration", it would be interesting to add a findfit function on the model of the homonymous functions in Wolfram Mathematica (https://reference.wolfram.com/language/ref/FindFit.html ; https://community.wolfram.com/groups/-/m/t/126143) or SageMath (https://doc.sagemath.org/html/en/reference/numerical/sage/numerical/optimize.html#sage.numerical.optimize.find_fit) for example. This findfit function would combine a "generic" cost function, the definition of the OptimizationProblem and the solving.