Pipelines

For Galaxies

The following pipelines are available for processing SDSS objects classified as GALAXY.

One-2-One Ensemble

Infer redshift, stellar mass, subclass and gz2 simplified classification from RGB image, FITS, spectra, selected spectra, bands and WISE data using an ensemble of all the single input/output models available, described in the following table.

Output	Ensemble
`redshift`	`[i2r, f2r, s2r, ss2r, b2r, w2r]`
`smass`	`[i2sm, f2sm, s2sm, ss2sm, b2sm, w2sm]`
`sublcass`	`[i2s, f2s, s2s, ss2s, b2s, w2s]`
`gz2c`	`[i2g, f2g, s2g, ss2g, b2g, w2g]`

Cherry-Picked Ensemble

Infer redshift, stellar mass, subclass and gz2 simplified classification from RGB image, FITS, spectra, selected spectra, bands and WISE data using an ensemble of hand picked models, described in the following table.

Output	Ensemble
`redshift`	`[f2r, s2r, ss2r, iFsSSbW2r]`
`smass`	`[f2sm, b2sm, w2sm, iFsSSbW2sm]`
`sublcass`	`[iFsSSbW2s]`
`gz2c`	`[i2g, f2g, iFsSSbW2g]`

Universal Pipeline

Infer redshift, stellar mass, subclass and gz2 simplified classification from RGB image, FITS, spectra, selected spectra data using specific models, described in the following table.

Output	Model
`redshift`	`s2r`
`smass`	`i2sm`
`sublcass`	`ss2s`
`gz2c`	`f2g`