Fitting data to system of ODEs using Python via Scipy & Numpy

Question

I am having some trouble translating my MATLAB code into Python via Scipy & Numpy. I am stuck on how to find optimal parameter values (k0 and k1) for my system of ODEs to fi

Answer 1

Look at the scipy.optimize module. The minimize function looks fairly similar to fminsearch, and I believe that both basically use a simplex algorithm for optimization.