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

Authors: Bryan Liu; Ismael Mendoza; Derek Hansen; Jeffrey Regier; Zhe Zhao; Zachariah; Yash Patel; +3 Authors

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

Abstract

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

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average