Published January 6, 2026 | Version desc-oja-v1
Software Open

ismael-mendoza/bliss: Zenodo Release for OJA Publication (v1)

  • 1. University of Maryland, Astronomy
  • 2. University of Michigan
  • 3. Anthropic

Description

What's Changed

  • active tests and update packages by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/1
  • Ensure consistent performance on dim blends (no galaxies in padding) by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/3
  • Detection encoder performance by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/4
  • train autoencoder by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/5
  • add stars with cutoff by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/7
  • prepare to train deblender by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/8
  • Train deblender2 by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/9
  • remove concat output transform by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/11
  • Incorporate best pl practices by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/12
  • Debug deblender by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/14
  • Update packages 07 20 24 by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/15
  • New ellipticity measure by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/16
  • use boostrap to compute errors on mean/median of residuals by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/17
  • Ensure AE is trained to convergence by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/18
  • changes the loss function of the deblender to be a sum not a mean by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/37
  • removes the misguided idea of creating an snr catalog by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/41
  • add test related to checking angles are in degrees by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/42
  • add more testing on tiled catalog by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/43
  • reorganize notebooks into folders by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/44
  • add code to create final blending dataset (w/ correct galaxy density) by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/45
  • checks individual galaxy dataset is ready to roll by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/48
  • implement system to track runs and datasets by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/49
  • I/23 by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/50
  • fixes the loss for encoders by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/51
  • notebooks added that demonstrate overfitted deblender estimating flux jointly correctly by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/53
  • move io to lsst for catlaog/mags by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/55
  • add early stopping to 3 encoders by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/58
  • adds trained deblender that performs reasonably well by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/59
  • add avg. stellar density by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/65
  • retrain all encoders with correct star density by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/66
  • implement toy figure tweaks by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/70
  • use background subtracted images by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/75
  • Update python poetry by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/77
  • make detection results by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/78
  • Organize notebooks and update poetry 2.0 by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/82
  • new results in toy figure by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/84
  • additional deblender figures by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/88
  • sampling fig draft by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/89
  • use uv by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/92
  • check odd size ptiles are possible by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/95
  • Encoders ingest ptiles for training by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/96
  • new sampling figure and cleanup by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/98
  • Rerun all results and add reproducibility scripts by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/99
  • modifications to figures from round2 review by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/103
  • final toy figures by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/104
  • ensure color blind friendly figures by @ismael-mendoza in https://github.com/ismael-mendoza/bliss/pull/105

New Contributors

  • @ismael-mendoza made their first contribution in https://github.com/ismael-mendoza/bliss/pull/1

Full Changelog: https://github.com/ismael-mendoza/bliss/commits/desc-oja-v1

Files

ismael-mendoza/bliss-desc-oja-v1.zip

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