seshat-classifier 0.0.4

A package for classifying tabular photometry data from JWST, Spitzer, and 2MASS according to one of YSOs, field stars, brown dwarfs, white dwarfs, or galaxies.

README for the Stellar Evolutionary Stage Heuristic Assessment Tool (SESHAT)

Catalog set-up

Please have your catalog set-up with the columns as: Spitzer: ['IRAC1', 'IRAC2', 'IRAC3', 'IRAC4', 'MIPS1', 'MIPS2', 'MIPS3'] 2MASS: ['J', 'H', 'Ks'] JWST: in the frame of 'f090w', or 'f322w2'.

Please include errors as 'e_' + filter name; e.g. 'e_f090w'

All columns must be in Vega mags.

If you have labels already known, these should be under the column: 'Label' The labels should match the following: 0: YSOs 1: MS 2: SGB 3: RGB 4: CHeB 7: EAGB 8: TP-AGB 10: Galaxies 11: Brown Dwarfs 12: White Dwarfs Similarly, the classes key should match that phrasing. If you wish to just pick things as any field star

Accepts pandas DataFrames or Astropy Tables.