diff --git a/pymule/xicut.py b/pymule/xicut.py new file mode 100644 index 0000000000000000000000000000000000000000..abe8ae10a57b58d7c3b1ac916f616113b3877136 --- /dev/null +++ b/pymule/xicut.py @@ -0,0 +1,20 @@ +from scipy import optimize +import numpy as np + + +def myfit(data, n): + xdata = np.log(data[:,0]) + ydata = data[:,1] + edata = data[:,2] + + fitfunc = lambda p, x: sum(p[i] * x**i for i in range(len(p))) + errfunc = lambda p, x, y, err: (y - fitfunc(p, x)) / err + + pinit = [1.0] * (n+1) + out = optimize.leastsq(errfunc, pinit, + args=(xdata, ydata, edata), full_output=1) + + coeff = out[0] + covar = out[1] + + return coeff, covar