deepextractor¶
DeepExtractor: Deep learning for gravitational-wave glitch reconstruction.
Quick usage:
import deepextractor
reconstructed = deepextractor.reconstruct(noisy_strain)
# Or with explicit model control:
model = deepextractor.DeepExtractorModel(checkpoint="DeepExtractor_257")
signal = model.reconstruct(noisy_strain)
background = model.background(noisy_strain)
Paper: https://arxiv.org/abs/2501.18423