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LSST Data Management Base Package
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Public Member Functions | |
__init__ (self, tuple bands, Box bbox) | |
Box | bbox (self) |
tuple | bands (self) |
bool | resize (self, Box model_box) |
None | update (self, int it, np.ndarray input_grad) |
Image | get_model (self) |
None | parameterize (self, Callable parameterization) |
Protected Attributes | |
tuple | _bands = bands |
Box | _bbox = bbox |
A base component in scarlet lite. Parameters ---------- bands: The bands used when the component model is created. bbox: Box The bounding box for this component.
Definition at line 41 of file component.py.
lsst.scarlet.lite.component.Component.__init__ | ( | self, | |
tuple | bands, | ||
Box | bbox ) |
Definition at line 52 of file component.py.
tuple lsst.scarlet.lite.component.Component.bands | ( | self | ) |
The bands in the component model
Definition at line 66 of file component.py.
Box lsst.scarlet.lite.component.Component.bbox | ( | self | ) |
The bounding box that contains the component in the full image
Definition at line 61 of file component.py.
Image lsst.scarlet.lite.component.Component.get_model | ( | self | ) |
Generate a model for the component This must be implemented in inherited classes. Returns ------- model: Image The image of the component model.
Reimplemented in lsst.scarlet.lite.component.FactorizedComponent, lsst.scarlet.lite.io.ComponentCube, lsst.scarlet.lite.models.free_form.FreeFormComponent, and lsst.scarlet.lite.models.parametric.ParametricComponent.
Definition at line 91 of file component.py.
None lsst.scarlet.lite.component.Component.parameterize | ( | self, | |
Callable | parameterization ) |
Convert the component parameter arrays into Parameter instances Parameters ---------- parameterization: Callable A function to use to convert parameters of a given type into a `Parameter` in place. It should take a single argument that is the `Component` or `Source` that is to be parameterized.
Reimplemented in lsst.scarlet.lite.component.FactorizedComponent, lsst.scarlet.lite.io.ComponentCube, lsst.scarlet.lite.models.free_form.FreeFormComponent, and lsst.scarlet.lite.models.parametric.ParametricComponent.
Definition at line 103 of file component.py.
bool lsst.scarlet.lite.component.Component.resize | ( | self, | |
Box | model_box ) |
Test whether or not the component needs to be resized This should be overriden in inherited classes and return `True` if the component needs to be resized.
Reimplemented in lsst.scarlet.lite.component.FactorizedComponent, lsst.scarlet.lite.io.ComponentCube, lsst.scarlet.lite.models.free_form.FactorizedFreeFormComponent, lsst.scarlet.lite.models.free_form.FreeFormComponent, and lsst.scarlet.lite.models.parametric.ParametricComponent.
Definition at line 71 of file component.py.
None lsst.scarlet.lite.component.Component.update | ( | self, | |
int | it, | ||
np.ndarray | input_grad ) |
Update the component parameters from an input gradient Parameters ---------- it: The current iteration of the optimizer. input_grad: Gradient of the likelihood wrt the component model
Reimplemented in lsst.scarlet.lite.component.FactorizedComponent, lsst.scarlet.lite.io.ComponentCube, lsst.scarlet.lite.models.free_form.FreeFormComponent, lsst.scarlet.lite.models.parametric.EllipticalParametricComponent, and lsst.scarlet.lite.models.parametric.ParametricComponent.
Definition at line 79 of file component.py.
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protected |
Definition at line 57 of file component.py.
Definition at line 58 of file component.py.