Published January 6, 2026
| Version desc-oja-v1
Software
Open
ismael-mendoza/bliss: Zenodo Release for OJA Publication (v1)
Authors/Creators
- 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
Files
(13.5 MB)
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Additional details
Related works
- Is supplement to
- Software: https://github.com/ismael-mendoza/bliss/tree/desc-oja-v1 (URL)
Software
- Repository URL
- https://github.com/ismael-mendoza/bliss