Combined galaxies dataset with metadata - v2.0 (part 00031-of-00032)

README.md

@@ -7,24 +7,354 @@ dataset_info:
   features:
   - name: image
     dtype: image
-  - name: image_crop
-    dtype: image
   - name: dr8_id
     dtype: string
   - name: galaxy_size
     dtype: int64
+  - 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
   splits:
+  - name: train
+    num_bytes: 766026203199.42
+    num_examples: 8474566
   - name: test
-    num_bytes: 12057249781.25
+    num_bytes: 7814721036.77
     num_examples: 86471
   - name: validation
-    num_bytes: 12065699086.25
+    num_bytes: 7819945863.13
     num_examples: 86499
-  - name: train
-    num_bytes: 1181934533243.5
-    num_examples: 8474566
-  download_size: 1206114375284
-  dataset_size: 1206057482111.0
+  download_size: 779236554227
+  dataset_size: 781660870099.3201
 - config_name: v1.0
   features:
   - name: image
@@ -46,12 +376,12 @@ dataset_info:
 configs:
 - config_name: default
   data_files:
+  - split: train
+    path: data/train-*
   - split: test
-    path: with_crops/test-*
+    path: data/test-*
   - split: validation
-    path: with_crops/validation-*
-  - split: train
-    path: with_crops/train-*
+    path: data/validation-*
 - config_name: v1.0
   data_files:
   - split: train

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