Inheritance diagram for smica.cparametric.Parametric:
Public Member Functions | |
| def | __init__ |
| def | parameter |
| def | set_parameter |
| def | set_theta |
| def | get_theta |
| def | get_thetascore |
| def | get_thetaroot |
| def | get_thetafim |
| def | covariance |
| def | get_dim |
| def | __getstate__ |
| def | __setstate__ |
| def | special_init |
 Public Member Functions inherited from smica.component.Astro | |
| def | is_astro |
| def | set_freqlist |
| def | set_convunit |
| def | set_bins |
| Public Member Functions inherited from smica.component.Component | |
| def | plot_power |
| def | plot_em |
| def | set_gaussian_prior |
| def | get_penalty |
| def | get_score_penalty |
| def | get_fim_penalty |
Public Attributes | |
| ndet | |
| nbin | |
| name | |
| dim | |
| parkey | |
| npar | |
| defpar | |
| extradict | |
| parval | |
| Public Attributes inherited from smica.component.Astro | |
| freqlist | |
| convunit | |
| bins | |
| lmin | |
| lmax | |
| b_ws | |
| b_lR | |
| Public Attributes inherited from smica.component.Component | |
| mu | |
| sigma_inv | |
Detailed Description
A component derived from the Parametric package
Constructor & Destructor Documentation
| def smica.cparametric.Parametric.__init__ | ( | self, | |
| ndet, | |||
| nbin, | |||
| freqlist, | |||
| bins, | |||
| lmin, | |||
| lmax, | |||
parlist = [], |
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name = '', |
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convunit = None, |
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default = None, |
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| extradict | |||
| ) |
Initialize component parameters arrays.
Member Function Documentation
| def smica.cparametric.Parametric.__getstate__ | ( | self) |
Define pickle content. Need to remove egfs routine instance before pickling
| def smica.cparametric.Parametric.__setstate__ | ( | self, | |
| state | |||
| ) |
Define class content from pickle. Need to restore egfs routine instance.
| def smica.cparametric.Parametric.covariance | ( | self, | |
bin = None |
|||
| ) |
Return the covariance matrix(ces) (ie the contribution to the covariance of the model). Parameters ---------- bin : bin number. If None, return all matrices in a three dimensional array. Returns ------- array, shape (ndet, ndet, nbin).
| def smica.cparametric.Parametric.get_dim | ( | self) |
Return the number of free parameters of the component.
| def smica.cparametric.Parametric.get_theta | ( | self, | |
parval = None |
|||
| ) |
Return component parameters as a vector. Returns ---------- array-like, shape (N, 1), where N is the number of free parameters.
| def smica.cparametric.Parametric.get_thetafim | ( | self, | |
| iRr, | |||
| w | |||
| ) |
Return Fisher Information Matrix. Parameters ---------- iRr : array-like, shape (ndet, ndet, nbin). iRr is the square root of the inverse of the covariance of the model, which is constant for all components. w : array-like, shape (1, nbin). w is the number of modes for each bin. Returns ---------- array-like, shape (N, N), where N is the number of free parameters.
| def smica.cparametric.Parametric.get_thetaroot | ( | self, | |
| iRr, | |||
bin = 0 |
|||
| ) |
Return root contribution to the Fisher Information Matrix for a given bin. Parameters ---------- iRr : array-like, shape (ndet, ndet). iRr is the square root of the inverse of the covariance of the model, which is constant for all components. bin : int, bin number Returns ---------- array-like, shape (mxm, N), where N is the number of free parameters.
| def smica.cparametric.Parametric.get_thetascore | ( | self, | |
| D | |||
| ) |
Return first derivative of the likelihood wrt component parameters. Parameters ---------- D : array-like, shape (ndet, ndet, nbin). D is the first derivative of the likelihood wrt the covariance of the model, which is constant for all components. B : array-like, shape (ndet, ndet, nbin). B is the instrument covariance if any Returns ------- array, shape (ndet, nbin). The score of fixed parameters is set to zero.
| def smica.cparametric.Parametric.parameter | ( | self) |
Return parameter dictionnary
| def smica.cparametric.Parametric.set_parameter | ( | self, | |
| d | |||
| ) |
Set parameter value from dictionnary
| def smica.cparametric.Parametric.set_theta | ( | self, | |
| theta, | |||
verbose = False |
|||
| ) |
Set new values for component parameters. Parameters ---------- theta : array-like, shape (N, 1), where N is the number of free parameters.
| def smica.cparametric.Parametric.special_init | ( | self) |
finalize initialization. Must fill _compute with a compute function
Member Data Documentation
| smica.cparametric.Parametric.ndet |
Initialize component parameters arrays.
| smica.cparametric.Parametric.parval |
Set new values for component parameters. Parameters ---------- theta : array-like, shape (N, 1), where N is the number of free parameters.
The documentation for this class was generated from the following file:
- smica/cparametric.py
