Strain data used for training comes from between GPS times 1240579783 and 1241443783, a 10 day period in May 2019, as specified in the pyproject.toml
Strain data used for testing comes from between GPS times 1241443783 and 1244035783, a 30 day period directly after the end of the training period.
Only times at which both specified interferometers are science-ready. Note that coincidence is not actually required for the training data, as background instances are sampled independently. However, we use coincident segments for both training and testing.
Segments are split such that they have a maximum length of 20,000 seconds. The minimum segment length is 8000 seconds for training segments and 1024 seconds for testing segments. We require a longer minimum length for the training segments because one of the training segments is used to calculate the SNR of our testing waveforms, see #474.
For an example of the resulting output, see /home/ethan.marx/aframe/methods-paper-data/train/background/ and /home/ethan.marx/aframe/methods-paper-data/test/background/ on LHO
mldatafind's wrapper around theGWpyfetch_open_datafunction.pyproject.toml/home/ethan.marx/aframe/methods-paper-data/train/background/and/home/ethan.marx/aframe/methods-paper-data/test/background/on LHO