functionfit class

class csi.functionfit(function, verbose=True)

A class that fits a fiunction to a time series

Args:

• function : An objective function predicting the data

Kwargs:

• verbose : Talk to me

Returns:

• None

doFit(timeseries, m0, solver='L-BFGS-B', iteration=1000, tol=1e-08)

Performs the fit

Args:

• timeseries : instance of a timeseries class

• m0 : initial model

Kwargs:

• solver : type of solver from scipy.optimize.minimize

• iteration : maximum number of iteration

• tol : tolerance of the fit

Returns:

• None

predict(timeseries, set2ts=True)

Given the results of the fit, this routine predicts the time series.

Args:

• timeseries : timeseries instance.

Kwargs:

• set2ts : Put the results in timeseries.synth

Returns:

• None