Inheritance diagram for smica.instrument.Instrument:
Public Member Functions | |
| def | __init__ |
| def | get_dim |
| def | get_theta |
| def | set_theta |
| def | pre_alphascore |
| def | transfert_function |
| def | apply_beam |
Public Attributes | |
| ndet | |
| nvec | |
| nbin | |
| ndim | |
| vectors | |
| is this actually used ? | |
| alpha | |
| binning | |
Detailed Description
Base implementation of a linear observation model. The instrumental response is a linear combination of n templates of size (ndet, nbin).
Constructor & Destructor Documentation
| def smica.instrument.Instrument.__init__ | ( | self, | |
| vectors, | |||
| alpha, | |||
binning = None, |
|||
fixed = None |
|||
| ) |
Init a beam model instance
Parameters
----------
vectors : ndarray
A ndarray of shape (nvec, ndet, nbin)
alpha : array-like, shape (nvec, ndet)
binning : the binning matrix
fixed : array-like, shape (nvec, ndet)
Entries which are not equal to zero point to
fixed indices. It is also possible to use keywords 'all' and
'null' to fix (respectively) all parameters or none.
Member Function Documentation
| def smica.instrument.Instrument.apply_beam | ( | self, | |
| cov_source, | |||
| bin | |||
| ) |
Return the application of the transfert function to the covariance sources
| def smica.instrument.Instrument.get_dim | ( | self) |
Return total number of free parameters
| def smica.instrument.Instrument.get_theta | ( | self) |
Return instrument parameters as a column vector
| def smica.instrument.Instrument.pre_alphascore | ( | self, | |
| D, | |||
| observed_cov | |||
| ) |
Return common precomputation usefull for gradient computation. Parameters ---------- D : ndarray A precomputed ndarray of shape (ndet, ndet, nbin). observed_covariance : ndarray A ndarray of shape (ndet, ndet, nbin) corresponding to the sum of observed component covariance. Notes ----- In the current implementation (and math) some computation are done and unnecessary.
| def smica.instrument.Instrument.set_theta | ( | self, | |
| theta | |||
| ) |
Update parameters with theta values (theta is a column vector)
| def smica.instrument.Instrument.transfert_function | ( | self, | |
bin = None |
|||
| ) |
Return transfert function as (ndet, ndet, npole) array. bin can be specified.
The documentation for this class was generated from the following file:
- smica/instrument.py
