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aimalz / justice

A semi-unsupervised classifier for noisy, irregular, sparse transient and variable astronomical lightcurves
MIT License
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2D kernel #64

Open aimalz opened 6 years ago

aimalz commented 6 years ago

We need to fit a GP to flux as a function of pseudo-wavelength and time. George can do this with a combination of kernels. Let's start with an axis-aligned stationary kernel and update on progress here.

aimalz commented 6 years ago

For the pseudo-wavelength dimension, we might draw some inspiration from @ixkael's [kernel]()https://github.com/ixkael/Delight/blob/master/notebooks/Paper%20-%20showcase%20training.ipynb).

aimalz commented 5 years ago

Update: I think what we're looking for lives here.