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snad-space / flare-classifier

Stellar flare search in ZTF DR
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Feature extraction: spline interpolation #2

Open hombit opened 1 year ago

hombit commented 1 year ago

Interpolate light curves to a regular grid like np.linspace(mjd.min(), mjd.max(), n_grid), keep n_grid a parameter. Also it could be useful to subtract a baseline magnitude (minimum one?) and provide it as a separate feature.

This kind of features could be used with CNN / TCN

hombit commented 1 year ago

Interpolate square errors independently from magnitudes