Inheritance diagram for smica.component.Component:
Public Member Functions | |
| def | plot_power |
| def | plot_em |
| def | set_gaussian_prior |
| def | get_penalty |
| def | get_score_penalty |
| def | get_fim_penalty |
Public Attributes | |
| mu | |
| sigma_inv | |
Detailed Description
A component A component can be of two kinds : source or noise. It is made of parameters which explain the contribution of the component to the covariance of the model.
Member Function Documentation
| def smica.component.Component.get_fim_penalty | ( | self) |
Default prior is Gaussian Extend this function to add another prior on the component. Returns ------- array-like, shape (N, N), where N is the number of free parameters.
| def smica.component.Component.get_penalty | ( | self) |
Default prior is Gaussian Extend this function to add another prior on the component. Returns ------- scalar
| def smica.component.Component.get_score_penalty | ( | self) |
Default prior is Gaussian Extend this function to add another prior on the component. Returns ------- array-like, shape (N, 1), where N is the number of free parameters.
| def smica.component.Component.plot_em | ( | self, | |
| nmodes, | |||
freqlist = None, |
|||
figfile = None |
|||
| ) |
Plot component electro-magnetic spectrum. Parameters ---------- nmodes : array-like, shape (nbin,1). Number of modes of each bin. freqlist : array-like, shape (ndet, 1), x axis values. figfile : string, filename where to save the plot.
| def smica.component.Component.plot_power | ( | self, | |
figfile = None |
|||
| ) |
Plot component power spectrum. Parameters ---------- figfile : string, filename where to save the plot.
| def smica.component.Component.set_gaussian_prior | ( | self, | |
| mu, | |||
| sigma_inv | |||
| ) |
The documentation for this class was generated from the following file:
- smica/component.py
