ML4GW / aframev2

Detecting binary black hole mergers in LIGO with neural networks
MIT License
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Decouple foreground and background inference livetime #122

Closed EthanMarx closed 4 months ago

EthanMarx commented 5 months ago

The current inference code expects to perform inference on both injected waveforms and background timeshifts.

It is often the case that one wants to analyze much more background livetime than injection livetime. We should consider either

  1. decoupling these into different inference scripts
  2. making performing inference on injections optional in our current inference script

The benefit of 2) is that we only have to load segments once when analyzing the background and injections (I'm not sure how much of a bottleneck this actually is).