aimalz / justice

A semi-unsupervised classifier for noisy, irregular, sparse transient and variable astronomical lightcurves
MIT License
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synthetic positives: overall time window clipping #96

Open gatoatigrado opened 5 years ago

gatoatigrado commented 5 years ago

We want to clip the available times for a light curve. There's already an API before_time and after_time in lightcurve.py, but the key towards making this a success will be choosing realistic clipping bounds.

Illustration:

image

Just to be clear, the alignment model's job will now to be to say that this point, near the end of "LCB clipped", should be aligned with the corresponding point, near the left half/beginning of "LCA clipped".