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License: MIT License
Photometric error model for astronomical imaging surveys
License: MIT License
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Currently when computing the extended error model, the semi-major and minor axes are supplied. However, some dataset contains the galaxy size and ellipticity instead (e.g. the pzflow sample trained on cosmoDC2). Is it possible to add an additional module to allow input columns for galaxy size and ellipticity, and convert them to the major and minor axes?
sigLim
should set the limit that flags non-detectionssigLim=0
should correspond to only negative fluxes flaggedndMode
should allow "flag" and "sigLim"absFlux
as a separate keyword should allow you to take the absolute magnitude of the fluxes. absFlux=True
combined with sigLim=0
creates the behavior of the previous ndMode="abs"
The indices of the errors are sequential, starting from 0. This creates problems when adding the errors back into the original DataFrame. For example,
import numpy as np
import pandas as pd
from photerr import LsstErrorModel
x = pd.DataFrame(np.arange(21, 30).reshape(-1, 1).astype(float), columns=["u"])
errM = LsstErrorModel()
errM(x.iloc[2:5], random_state=0)
yields
u u_err
2 22.998142 0.077355
3 24.004532 NaN
4 24.947432 NaN
0 NaN 0.014667
1 NaN 0.033837
rather than the expected
u u_err
2 22.998142 0.014667
3 24.004532 0.033837
4 24.947432 0.077355
I will fix this so that the errors have the correct indexing.
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