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---
dataset_info:
  features:
  - name: dr8_id
    dtype: string
  - name: ra
    dtype: float64
  - name: dec
    dtype: float64
  - name: brickid
    dtype: int32
  - name: objid
    dtype: int32
  - name: smooth-or-featured_smooth_fraction
    dtype: float32
  - name: smooth-or-featured_featured-or-disk_fraction
    dtype: float32
  - name: smooth-or-featured_artifact_fraction
    dtype: float32
  - name: disk-edge-on_yes_fraction
    dtype: float32
  - name: disk-edge-on_no_fraction
    dtype: float32
  - name: has-spiral-arms_yes_fraction
    dtype: float32
  - name: has-spiral-arms_no_fraction
    dtype: float32
  - name: bar_strong_fraction
    dtype: float32
  - name: bar_weak_fraction
    dtype: float32
  - name: bar_no_fraction
    dtype: float32
  - name: bulge-size_dominant_fraction
    dtype: float32
  - name: bulge-size_large_fraction
    dtype: float32
  - name: bulge-size_moderate_fraction
    dtype: float32
  - name: bulge-size_small_fraction
    dtype: float32
  - name: bulge-size_none_fraction
    dtype: float32
  - name: how-rounded_round_fraction
    dtype: float32
  - name: how-rounded_in-between_fraction
    dtype: float32
  - name: how-rounded_cigar-shaped_fraction
    dtype: float32
  - name: edge-on-bulge_boxy_fraction
    dtype: float32
  - name: edge-on-bulge_none_fraction
    dtype: float32
  - name: edge-on-bulge_rounded_fraction
    dtype: float32
  - name: spiral-winding_tight_fraction
    dtype: float32
  - name: spiral-winding_medium_fraction
    dtype: float32
  - name: spiral-winding_loose_fraction
    dtype: float32
  - name: spiral-arm-count_1_fraction
    dtype: float32
  - name: spiral-arm-count_2_fraction
    dtype: float32
  - name: spiral-arm-count_3_fraction
    dtype: float32
  - name: spiral-arm-count_4_fraction
    dtype: float32
  - name: spiral-arm-count_more-than-4_fraction
    dtype: float32
  - name: spiral-arm-count_cant-tell_fraction
    dtype: float32
  - name: merging_none_fraction
    dtype: float32
  - name: merging_minor-disturbance_fraction
    dtype: float32
  - name: merging_major-disturbance_fraction
    dtype: float32
  - name: merging_merger_fraction
    dtype: float32
  - name: file_name
    dtype: string
  - name: iauname
    dtype: string
  - name: est_petro_th50
    dtype: float64
  - name: mag_r_desi
    dtype: float32
  - name: mag_g_desi
    dtype: float32
  - name: mag_z_desi
    dtype: float32
  - name: petro_theta
    dtype: float32
  - name: petro_th50
    dtype: float32
  - name: petro_th90
    dtype: float32
  - name: petro_phi50
    dtype: float32
  - name: petro_phi90
    dtype: float32
  - name: petro_ba50
    dtype: float32
  - name: petro_ba90
    dtype: float32
  - name: elpetro_ba
    dtype: float32
  - name: elpetro_phi
    dtype: float32
  - name: elpetro_flux_r
    dtype: float32
  - name: elpetro_theta_r
    dtype: float32
  - name: elpetro_mass
    dtype: float32
  - name: sersic_n
    dtype: float32
  - name: sersic_ba
    dtype: float32
  - name: sersic_phi
    dtype: float32
  - name: elpetro_absmag_f
    dtype: float32
  - name: sersic_nmgy_f
    dtype: float32
  - name: elpetro_absmag_n
    dtype: float32
  - name: sersic_nmgy_n
    dtype: float32
  - name: elpetro_absmag_u
    dtype: float32
  - name: sersic_nmgy_u
    dtype: float32
  - name: elpetro_absmag_g
    dtype: float32
  - name: sersic_nmgy_g
    dtype: float32
  - name: elpetro_absmag_r
    dtype: float32
  - name: sersic_nmgy_r
    dtype: float32
  - name: elpetro_absmag_i
    dtype: float32
  - name: sersic_nmgy_i
    dtype: float32
  - name: elpetro_absmag_z
    dtype: float32
  - name: sersic_nmgy_z
    dtype: float32
  - name: redshift_nsa
    dtype: float32
  - name: mag_f
    dtype: float32
  - name: mag_n
    dtype: float32
  - name: mag_u
    dtype: float32
  - name: mag_g
    dtype: float32
  - name: mag_r
    dtype: float32
  - name: mag_i
    dtype: float32
  - name: mag_z
    dtype: float32
  - name: u_minus_r
    dtype: float32
  - name: elpetro_mass_log
    dtype: float32
  - name: dr7objid_ossy
    dtype: float64
  - name: ra_ossy
    dtype: float64
  - name: dec_ossy
    dtype: float64
  - name: redshift_ossy
    dtype: float64
  - name: log_l_oiii
    dtype: float64
  - name: fwhm
    dtype: float64
  - name: e_fwhm
    dtype: float64
  - name: equiv_width
    dtype: float64
  - name: log_l_ha
    dtype: float64
  - name: log_m_bh
    dtype: float64
  - name: upper_e_log_m_bh
    dtype: float64
  - name: lower_e_log_m_bh
    dtype: float64
  - name: log_bolometric_l
    dtype: float64
  - name: ra_alf
    dtype: float64
  - name: dec_alf
    dtype: float64
  - name: W50
    dtype: float64
  - name: sigW
    dtype: float64
  - name: W20
    dtype: float64
  - name: HIflux
    dtype: float64
  - name: sigflux
    dtype: float64
  - name: SNR
    dtype: float64
  - name: RMS
    dtype: float64
  - name: Dist
    dtype: float64
  - name: sigDist
    dtype: float64
  - name: logMH
    dtype: float64
  - name: siglogMH
    dtype: float64
  - name: ra_jhu
    dtype: float32
  - name: dec_jhu
    dtype: float32
  - name: fibre_sfr_avg
    dtype: float32
  - name: fibre_sfr_entropy
    dtype: float32
  - name: fibre_sfr_median
    dtype: float32
  - name: fibre_sfr_mode
    dtype: float32
  - name: fibre_sfr_p16
    dtype: float32
  - name: fibre_sfr_p2p5
    dtype: float32
  - name: fibre_sfr_p84
    dtype: float32
  - name: fibre_sfr_p97p5
    dtype: float32
  - name: fibre_ssfr_avg
    dtype: float32
  - name: fibre_ssfr_entropy
    dtype: float32
  - name: fibre_ssfr_median
    dtype: float32
  - name: fibre_ssfr_mode
    dtype: float32
  - name: fibre_ssfr_p16
    dtype: float32
  - name: fibre_ssfr_p2p5
    dtype: float32
  - name: fibre_ssfr_p84
    dtype: float32
  - name: fibre_ssfr_p97p5
    dtype: float32
  - name: total_ssfr_avg
    dtype: float32
  - name: total_ssfr_entropy
    dtype: float64
  - name: total_ssfr_flag
    dtype: float64
  - name: total_ssfr_median
    dtype: float32
  - name: total_ssfr_mode
    dtype: float32
  - name: total_ssfr_p16
    dtype: float32
  - name: total_ssfr_p2p5
    dtype: float32
  - name: total_ssfr_p84
    dtype: float32
  - name: total_ssfr_p97p5
    dtype: float32
  - name: total_sfr_avg
    dtype: float32
  - name: total_sfr_entropy
    dtype: float64
  - name: total_sfr_flag
    dtype: float32
  - name: total_sfr_median
    dtype: float32
  - name: total_sfr_mode
    dtype: float32
  - name: total_sfr_p16
    dtype: float32
  - name: total_sfr_p2p5
    dtype: float32
  - name: total_sfr_p84
    dtype: float32
  - name: total_sfr_p97p5
    dtype: float32
  - name: photoz_id
    dtype: float64
  - name: ra_photoz
    dtype: float64
  - name: dec_photoz
    dtype: float64
  - name: photo_z
    dtype: float64
  - name: photo_zerr
    dtype: float64
  - name: spec_z
    dtype: float64
  - name: mag_abs_g_photoz
    dtype: float64
  - name: mag_abs_r_photoz
    dtype: float64
  - name: mag_abs_z_photoz
    dtype: float64
  - name: mass_inf_photoz
    dtype: float64
  - name: mass_med_photoz
    dtype: float64
  - name: mass_sup_photoz
    dtype: float64
  - name: sfr_inf_photoz
    dtype: float64
  - name: sfr_sup_photoz
    dtype: float64
  - name: ssfr_inf_photoz
    dtype: float64
  - name: ssfr_med_photoz
    dtype: float64
  - name: ssfr_sup_photoz
    dtype: float64
  - name: sky_separation_arcsec_from_photoz
    dtype: float64
  - name: redshift
    dtype: float64
  - name: est_petro_th50_kpc
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  - name: p16k00
    sequence: float32
  - name: p16k00_pca
    sequence: float32
  - name: p16k01
    sequence: float32
  - name: p16k01_pca
    sequence: float32
  - name: p16k10
    sequence: float32
  - name: p16k10_pca
    sequence: float32
  - name: p32k00
    sequence: float32
  - name: p32k00_pca
    sequence: float32
  - name: p32k01
    sequence: float32
  - name: p32k01_pca
    sequence: float32
  - name: p32k10
    sequence: float32
  - name: p32k10_pca
    sequence: float32
  splits:
  - name: test
    num_bytes: 4870263476
    num_examples: 86471
  - name: validation
    num_bytes: 4871840654
    num_examples: 86499
  download_size: 10313035452
  dataset_size: 9742104130
configs:
- config_name: default
  data_files:
  - split: test
    path: data/test-*
  - split: validation
    path: data/validation-*
---