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Upload dataset

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README.md CHANGED
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  ---
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  license: cc-by-sa-4.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
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  ---
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  license: cc-by-sa-4.0
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train-*
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+ - split: validation
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+ path: data/validation-*
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+ - split: test
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+ path: data/test-*
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+ dataset_info:
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+ features:
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+ - name: dr8_id
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+ dtype: string
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+ - name: ra
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+ dtype: float64
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+ - name: dec
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+ dtype: float64
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+ - name: brickid
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+ dtype: int32
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+ - name: objid
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+ dtype: int32
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+ - name: smooth-or-featured_smooth_fraction
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+ dtype: float32
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+ - name: smooth-or-featured_featured-or-disk_fraction
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+ dtype: float32
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+ - name: smooth-or-featured_artifact_fraction
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+ dtype: float32
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+ - name: disk-edge-on_yes_fraction
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+ dtype: float32
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+ - name: disk-edge-on_no_fraction
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+ dtype: float32
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+ - name: has-spiral-arms_yes_fraction
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+ dtype: float32
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+ - name: has-spiral-arms_no_fraction
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+ dtype: float32
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+ - name: bar_strong_fraction
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+ dtype: float32
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+ - name: bar_weak_fraction
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+ dtype: float32
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+ - name: bar_no_fraction
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+ dtype: float32
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+ - name: bulge-size_dominant_fraction
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+ dtype: float32
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+ - name: bulge-size_large_fraction
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+ dtype: float32
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+ - name: bulge-size_moderate_fraction
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+ dtype: float32
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+ - name: bulge-size_small_fraction
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+ dtype: float32
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+ - name: bulge-size_none_fraction
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+ dtype: float32
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+ - name: how-rounded_round_fraction
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+ dtype: float32
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+ - name: how-rounded_in-between_fraction
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+ dtype: float32
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+ - name: how-rounded_cigar-shaped_fraction
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+ dtype: float32
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+ - name: edge-on-bulge_boxy_fraction
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+ dtype: float32
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+ - name: edge-on-bulge_none_fraction
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+ dtype: float32
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+ - name: edge-on-bulge_rounded_fraction
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+ dtype: float32
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+ - name: spiral-winding_tight_fraction
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+ dtype: float32
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+ - name: spiral-winding_medium_fraction
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+ dtype: float32
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+ - name: spiral-winding_loose_fraction
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+ dtype: float32
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+ - name: spiral-arm-count_1_fraction
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+ dtype: float32
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+ - name: spiral-arm-count_2_fraction
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+ dtype: float32
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+ - name: spiral-arm-count_3_fraction
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+ dtype: float32
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+ - name: spiral-arm-count_4_fraction
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+ dtype: float32
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+ - name: spiral-arm-count_more-than-4_fraction
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+ dtype: float32
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+ - name: spiral-arm-count_cant-tell_fraction
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+ dtype: float32
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+ - name: merging_none_fraction
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+ dtype: float32
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+ - name: merging_minor-disturbance_fraction
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+ dtype: float32
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+ - name: merging_major-disturbance_fraction
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+ dtype: float32
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+ - name: merging_merger_fraction
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+ dtype: float32
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+ - name: file_name
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+ dtype: string
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+ - name: iauname
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+ dtype: string
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+ - name: est_petro_th50
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+ dtype: float64
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+ - name: mag_r_desi
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+ dtype: float32
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+ - name: mag_g_desi
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+ dtype: float32
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+ - name: mag_z_desi
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+ dtype: float32
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+ - name: petro_theta
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+ dtype: float32
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+ - name: petro_th50
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+ dtype: float32
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+ - name: petro_th90
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+ dtype: float32
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+ - name: petro_phi50
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+ dtype: float32
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+ - name: petro_phi90
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+ dtype: float32
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+ - name: petro_ba50
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+ dtype: float32
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+ - name: petro_ba90
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+ dtype: float32
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+ - name: elpetro_ba
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+ dtype: float32
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+ - name: elpetro_phi
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+ dtype: float32
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+ - name: elpetro_flux_r
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+ dtype: float32
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+ - name: elpetro_theta_r
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+ dtype: float32
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+ - name: elpetro_mass
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+ dtype: float32
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+ - name: sersic_n
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+ dtype: float32
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+ - name: sersic_ba
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+ dtype: float32
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+ - name: sersic_phi
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+ dtype: float32
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+ - name: elpetro_absmag_f
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+ dtype: float32
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+ - name: sersic_nmgy_f
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+ dtype: float32
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+ - name: elpetro_absmag_n
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+ dtype: float32
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+ - name: sersic_nmgy_n
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+ dtype: float32
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+ - name: elpetro_absmag_u
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+ dtype: float32
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+ - name: sersic_nmgy_u
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+ dtype: float32
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+ - name: elpetro_absmag_g
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+ dtype: float32
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+ - name: sersic_nmgy_g
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+ dtype: float32
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+ - name: elpetro_absmag_r
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+ dtype: float32
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+ - name: sersic_nmgy_r
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+ dtype: float32
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+ - name: elpetro_absmag_i
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+ dtype: float32
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+ - name: sersic_nmgy_i
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+ dtype: float32
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+ - name: elpetro_absmag_z
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+ dtype: float32
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+ - name: sersic_nmgy_z
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+ dtype: float32
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+ - name: redshift_nsa
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+ dtype: float32
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+ - name: mag_f
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+ dtype: float32
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+ - name: mag_n
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+ dtype: float32
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+ - name: mag_u
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+ dtype: float32
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+ - name: mag_g
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+ dtype: float32
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+ - name: mag_r
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+ dtype: float32
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+ - name: mag_i
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+ dtype: float32
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+ - name: mag_z
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+ dtype: float32
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+ - name: u_minus_r
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+ dtype: float32
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+ - name: elpetro_mass_log
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+ dtype: float32
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+ - name: dr7objid_ossy
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+ dtype: float64
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+ - name: ra_ossy
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+ dtype: float64
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+ - name: dec_ossy
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+ dtype: float64
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+ - name: redshift_ossy
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+ dtype: float64
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+ - name: log_l_oiii
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+ dtype: float64
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+ - name: fwhm
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+ dtype: float64
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+ - name: e_fwhm
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+ dtype: float64
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+ - name: equiv_width
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+ dtype: float64
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+ - name: log_l_ha
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+ dtype: float64
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+ - name: log_m_bh
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+ dtype: float64
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+ - name: upper_e_log_m_bh
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+ dtype: float64
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+ - name: lower_e_log_m_bh
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+ dtype: float64
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+ - name: log_bolometric_l
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+ dtype: float64
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+ - name: ra_alf
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+ dtype: float64
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+ - name: dec_alf
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+ dtype: float64
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+ - name: W50
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+ dtype: float64
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+ - name: sigW
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+ dtype: float64
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+ - name: W20
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+ dtype: float64
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+ - name: HIflux
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+ dtype: float64
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+ - name: sigflux
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+ dtype: float64
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+ - name: SNR
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+ dtype: float64
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+ - name: RMS
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+ dtype: float64
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+ - name: Dist
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+ dtype: float64
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+ - name: sigDist
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+ dtype: float64
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+ - name: logMH
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+ dtype: float64
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+ - name: siglogMH
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+ dtype: float64
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+ - name: ra_jhu
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+ dtype: float32
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+ - name: dec_jhu
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+ dtype: float32
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+ - name: fibre_sfr_avg
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+ dtype: float32
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+ - name: fibre_sfr_entropy
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+ dtype: float32
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+ - name: fibre_sfr_median
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+ dtype: float32
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+ - name: fibre_sfr_mode
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+ dtype: float32
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+ dtype: float32
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+ - name: fibre_sfr_p2p5
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+ - name: fibre_sfr_p84
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+ dtype: float32
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+ - name: fibre_sfr_p97p5
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+ dtype: float32
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+ - name: fibre_ssfr_avg
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+ dtype: float32
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+ - name: fibre_ssfr_entropy
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+ dtype: float32
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+ - name: fibre_ssfr_median
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+ dtype: float32
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+ dtype: float32
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+ - name: total_ssfr_avg
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+ dtype: float32
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+ - name: total_ssfr_entropy
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+ dtype: float64
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+ - name: total_ssfr_flag
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+ - name: total_ssfr_median
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+ - name: sky_separation_arcsec_from_photoz
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+ dtype: float64
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+ - name: redshift
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+ - name: est_petro_th50_kpc
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+ dtype: float64
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+ - name: __index_level_0__
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+ dtype: int64
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+ - name: train
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+ num_examples: 8474566
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+ - name: validation
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+ num_examples: 86499
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+ - name: test
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+ num_bytes: 80457410
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+ num_examples: 86471
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+ download_size: 3096436101
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+ dataset_size: 8046406327
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  ---
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