%pip install ipywidgets==8.1.3
%pip install ipympl hyperspy[gui-jupyter]

%matplotlib widget

import hyperspy.api as hs

dir(hs.data)

s = hs.data.two_gaussians()

s.plot()

s

m = s.create_model()

g1 = hs.model.components1D.GaussianHF()
g2 = hs.model.components1D.GaussianHF()

g1.name = "wide"
g2.name = "narrow"

m.extend([g1, g2])

m.components

m.print_current_values()

m.axes_manager.indices = (0, 0)

m.components.narrow.centre.value = 60
m.components.wide.centre.value = 50

m.fit()

m.plot()

m.multifit()

m.plot()

m.red_chisq.get_histogram().plot()

m.multifit(iterpath="serpentine")

m.plot()