Zenodo Release for OJA Publication (v1)

What's Changed

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

New Contributors

• @ismael-mendoza made their first contribution in #1

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