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Changelog.md

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2021-05-12

Data Updates

  • Sources: Added spec-confirmed stars (~100k) from SDSS
  • Astrometry: Gaia EDR3 + NOIRLab Source Catalog DR2
  • Photometry: Added DES DR2
  • Time-domain: Added NSC DR2 MAD variability metric

API Updates

  • plot_sdss_lc now use PSF mags by default
  • removed functions get_qso_cat, get_var_cat and get_gal_cat. Use get_cat(class_label) instead.
  • removed functions qso_cat_meta, var_cat_meta and gal_cat_meta. Use get_cat_meta instead.
  • removed functions get_sdss_qso, get_sdss_var and get_sdss_gal. Use get_sdss_lc instead.

2020-10-26

Data Updates

  • Added high redshift QSOs provided by Feige Wang.
  • Cross-matched with UKIDSS Y, J, H, K photometry, data provided by Matthew Temple.
  • Added s82LSST column in the master catalog to indicate whether a source is in the extended 'Stripe 82' area defined in the Data_Stat.md.
  • Added s82SDSS column in the master catalog to indicate whether a source is in the original SDSS 'Stripe 82' region.

API Updates

  • Now, all master catalog are in one file. The same for all light curves.
  • Added meta.yaml to store meta data
  • Since master catalog are in one big table. qso_cat_meta(), vstar_cat_meta() and gal_cat_meta() will return the same information.
  • Since there are more than just qso and variable stars in the training set, it will be recommended to use filter the big master catalog to get the desired class of data (or the get_cat() function with the class name as the only argument), instead of using get_qso_cat(), get_vstar_cat() and get_gal_cat(). However, they will still work for backward compatibility.
  • Added get_classes() function to return unique source classes (e.g., s82Qso).
  • get_qso_cat() will now return both s82Qso and highZQso sources. To get just SDSS DR16 sources, use get_cat('s82Qso').