--- dataset_info: - config_name: default features: - name: image dtype: image - name: smooth-or-featured-gz2_smooth dtype: int32 - name: smooth-or-featured-gz2_featured-or-disk dtype: int32 - name: smooth-or-featured-gz2_artifact dtype: int32 - name: disk-edge-on-gz2_yes dtype: int32 - name: disk-edge-on-gz2_no dtype: int32 - name: has-spiral-arms-gz2_yes dtype: int32 - name: has-spiral-arms-gz2_no dtype: int32 - name: bar-gz2_yes dtype: int32 - name: bar-gz2_no dtype: int32 - name: bulge-size-gz2_dominant dtype: int32 - name: bulge-size-gz2_obvious dtype: int32 - name: bulge-size-gz2_just-noticeable dtype: int32 - name: bulge-size-gz2_no dtype: int32 - name: something-odd-gz2_yes dtype: int32 - name: something-odd-gz2_no dtype: int32 - name: how-rounded-gz2_round dtype: int32 - name: how-rounded-gz2_in-between dtype: int32 - name: how-rounded-gz2_cigar dtype: int32 - name: bulge-shape-gz2_round dtype: int32 - name: bulge-shape-gz2_boxy dtype: int32 - name: bulge-shape-gz2_no-bulge dtype: int32 - name: spiral-winding-gz2_tight dtype: int32 - name: spiral-winding-gz2_medium dtype: int32 - name: spiral-winding-gz2_loose dtype: int32 - name: spiral-arm-count-gz2_1 dtype: int32 - name: spiral-arm-count-gz2_2 dtype: int32 - name: spiral-arm-count-gz2_3 dtype: int32 - name: spiral-arm-count-gz2_4 dtype: int32 - name: spiral-arm-count-gz2_more-than-4 dtype: int32 - name: spiral-arm-count-gz2_cant-tell dtype: int32 - name: smooth-or-featured-dr12_smooth dtype: int32 - name: smooth-or-featured-dr12_featured-or-disk dtype: int32 - name: smooth-or-featured-dr12_artifact dtype: int32 - name: disk-edge-on-dr12_yes dtype: int32 - name: disk-edge-on-dr12_no dtype: int32 - name: has-spiral-arms-dr12_yes dtype: int32 - name: has-spiral-arms-dr12_no dtype: int32 - name: bar-dr12_yes dtype: int32 - name: bar-dr12_no dtype: int32 - name: bulge-size-dr12_dominant dtype: int32 - name: bulge-size-dr12_obvious dtype: int32 - name: bulge-size-dr12_none dtype: int32 - name: how-rounded-dr12_completely dtype: int32 - name: how-rounded-dr12_in-between dtype: int32 - name: how-rounded-dr12_cigar-shaped dtype: int32 - name: edge-on-bulge-dr12_boxy dtype: int32 - name: edge-on-bulge-dr12_none dtype: int32 - name: edge-on-bulge-dr12_rounded dtype: int32 - name: spiral-winding-dr12_tight dtype: int32 - name: spiral-winding-dr12_medium dtype: int32 - name: spiral-winding-dr12_loose dtype: int32 - name: spiral-arm-count-dr12_1 dtype: int32 - name: spiral-arm-count-dr12_2 dtype: int32 - name: spiral-arm-count-dr12_3 dtype: int32 - name: spiral-arm-count-dr12_4 dtype: int32 - name: spiral-arm-count-dr12_more-than-4 dtype: int32 - name: merging-dr12_neither dtype: int32 - name: merging-dr12_tidal-debris dtype: int32 - name: merging-dr12_both dtype: int32 - name: merging-dr12_merger dtype: int32 - name: smooth-or-featured-dr5_smooth dtype: int32 - name: smooth-or-featured-dr5_featured-or-disk dtype: int32 - name: smooth-or-featured-dr5_artifact dtype: int32 - name: disk-edge-on-dr5_yes dtype: int32 - name: disk-edge-on-dr5_no dtype: int32 - name: has-spiral-arms-dr5_yes dtype: int32 - name: has-spiral-arms-dr5_no dtype: int32 - name: bar-dr5_strong dtype: int32 - name: bar-dr5_weak dtype: int32 - name: bar-dr5_no dtype: int32 - name: bulge-size-dr5_dominant dtype: int32 - name: bulge-size-dr5_large dtype: int32 - name: bulge-size-dr5_moderate dtype: int32 - name: bulge-size-dr5_small dtype: int32 - name: bulge-size-dr5_none dtype: int32 - name: how-rounded-dr5_round dtype: int32 - name: how-rounded-dr5_in-between dtype: int32 - name: how-rounded-dr5_cigar-shaped dtype: int32 - name: edge-on-bulge-dr5_boxy dtype: int32 - name: edge-on-bulge-dr5_none dtype: int32 - name: edge-on-bulge-dr5_rounded dtype: int32 - name: spiral-winding-dr5_tight dtype: int32 - name: spiral-winding-dr5_medium dtype: int32 - name: spiral-winding-dr5_loose dtype: int32 - name: spiral-arm-count-dr5_1 dtype: int32 - name: spiral-arm-count-dr5_2 dtype: int32 - name: spiral-arm-count-dr5_3 dtype: int32 - name: spiral-arm-count-dr5_4 dtype: int32 - name: spiral-arm-count-dr5_more-than-4 dtype: int32 - name: spiral-arm-count-dr5_cant-tell dtype: int32 - name: merging-dr5_none dtype: int32 - name: merging-dr5_minor-disturbance dtype: int32 - name: merging-dr5_major-disturbance dtype: int32 - name: merging-dr5_merger dtype: int32 - name: smooth-or-featured-dr8_smooth dtype: int32 - name: smooth-or-featured-dr8_featured-or-disk dtype: int32 - name: smooth-or-featured-dr8_artifact dtype: int32 - name: disk-edge-on-dr8_yes dtype: int32 - name: disk-edge-on-dr8_no dtype: int32 - name: has-spiral-arms-dr8_yes dtype: int32 - name: has-spiral-arms-dr8_no dtype: int32 - name: bar-dr8_strong dtype: int32 - name: bar-dr8_weak dtype: int32 - name: bar-dr8_no dtype: int32 - name: bulge-size-dr8_dominant dtype: int32 - name: bulge-size-dr8_large dtype: int32 - name: bulge-size-dr8_moderate dtype: int32 - name: bulge-size-dr8_small dtype: int32 - name: bulge-size-dr8_none dtype: int32 - name: how-rounded-dr8_round dtype: int32 - name: how-rounded-dr8_in-between dtype: int32 - name: how-rounded-dr8_cigar-shaped dtype: int32 - name: edge-on-bulge-dr8_boxy dtype: int32 - name: edge-on-bulge-dr8_none dtype: int32 - name: edge-on-bulge-dr8_rounded dtype: int32 - name: spiral-winding-dr8_tight dtype: int32 - name: spiral-winding-dr8_medium dtype: int32 - name: spiral-winding-dr8_loose dtype: int32 - name: spiral-arm-count-dr8_1 dtype: int32 - name: spiral-arm-count-dr8_2 dtype: int32 - name: spiral-arm-count-dr8_3 dtype: int32 - name: spiral-arm-count-dr8_4 dtype: int32 - name: spiral-arm-count-dr8_more-than-4 dtype: int32 - name: spiral-arm-count-dr8_cant-tell dtype: int32 - name: merging-dr8_none dtype: int32 - name: merging-dr8_minor-disturbance dtype: int32 - name: merging-dr8_major-disturbance dtype: int32 - name: merging-dr8_merger dtype: int32 - name: smooth-or-featured-candels_smooth dtype: int32 - name: smooth-or-featured-candels_features dtype: int32 - name: smooth-or-featured-candels_artifact dtype: int32 - name: how-rounded-candels_completely dtype: int32 - name: how-rounded-candels_in-between dtype: int32 - name: how-rounded-candels_cigar-shaped dtype: int32 - name: clumpy-appearance-candels_yes dtype: int32 - name: clumpy-appearance-candels_no dtype: int32 - name: clump-count-candels_1 dtype: int32 - name: clump-count-candels_2 dtype: int32 - name: clump-count-candels_3 dtype: int32 - name: clump-count-candels_4 dtype: int32 - name: clump-count-candels_5-plus dtype: int32 - name: clump-count-candels_cant-tell dtype: int32 - name: disk-edge-on-candels_yes dtype: int32 - name: disk-edge-on-candels_no dtype: int32 - name: edge-on-bulge-candels_yes dtype: int32 - name: edge-on-bulge-candels_no dtype: int32 - name: bar-candels_yes dtype: int32 - name: bar-candels_no dtype: int32 - name: has-spiral-arms-candels_yes dtype: int32 - name: has-spiral-arms-candels_no dtype: int32 - name: spiral-winding-candels_tight dtype: int32 - name: spiral-winding-candels_medium dtype: int32 - name: spiral-winding-candels_loose dtype: int32 - name: spiral-arm-count-candels_1 dtype: int32 - name: spiral-arm-count-candels_2 dtype: int32 - name: spiral-arm-count-candels_3 dtype: int32 - name: spiral-arm-count-candels_4 dtype: int32 - name: spiral-arm-count-candels_5-plus dtype: int32 - name: spiral-arm-count-candels_cant-tell dtype: int32 - name: bulge-size-candels_none dtype: int32 - name: bulge-size-candels_obvious dtype: int32 - name: bulge-size-candels_dominant dtype: int32 - name: merging-candels_merger dtype: int32 - name: merging-candels_tidal-debris dtype: int32 - name: merging-candels_both dtype: int32 - name: merging-candels_neither dtype: int32 - name: smooth-or-featured-hubble_smooth dtype: int32 - name: smooth-or-featured-hubble_features dtype: int32 - name: smooth-or-featured-hubble_artifact dtype: int32 - name: how-rounded-hubble_completely dtype: int32 - name: how-rounded-hubble_in-between dtype: int32 - name: how-rounded-hubble_cigar-shaped dtype: int32 - name: clumpy-appearance-hubble_yes dtype: int32 - name: clumpy-appearance-hubble_no dtype: int32 - name: clump-count-hubble_1 dtype: int32 - name: clump-count-hubble_2 dtype: int32 - name: clump-count-hubble_3 dtype: int32 - name: clump-count-hubble_4 dtype: int32 - name: clump-count-hubble_5-plus dtype: int32 - name: clump-count-hubble_cant-tell dtype: int32 - name: disk-edge-on-hubble_yes dtype: int32 - name: disk-edge-on-hubble_no dtype: int32 - name: bulge-shape-hubble_rounded dtype: int32 - name: bulge-shape-hubble_boxy dtype: int32 - name: bulge-shape-hubble_none dtype: int32 - name: bar-hubble_yes dtype: int32 - name: bar-hubble_no dtype: int32 - name: has-spiral-arms-hubble_yes dtype: int32 - name: has-spiral-arms-hubble_no dtype: int32 - name: spiral-winding-hubble_tight dtype: int32 - name: spiral-winding-hubble_medium dtype: int32 - name: spiral-winding-hubble_loose dtype: int32 - name: spiral-arm-count-hubble_1 dtype: int32 - name: spiral-arm-count-hubble_2 dtype: int32 - name: spiral-arm-count-hubble_3 dtype: int32 - name: spiral-arm-count-hubble_4 dtype: int32 - name: spiral-arm-count-hubble_5-plus dtype: int32 - name: spiral-arm-count-hubble_cant-tell dtype: int32 - name: bulge-size-hubble_none dtype: int32 - name: bulge-size-hubble_just-noticeable dtype: int32 - name: bulge-size-hubble_obvious dtype: int32 - name: bulge-size-hubble_dominant dtype: int32 - name: galaxy-symmetrical-hubble_yes dtype: int32 - name: galaxy-symmetrical-hubble_no dtype: int32 - name: clumps-embedded-larger-object-hubble_yes dtype: int32 - name: clumps-embedded-larger-object-hubble_no dtype: int32 - name: smooth-or-featured-ukidss_smooth dtype: int32 - name: smooth-or-featured-ukidss_featured-or-disk dtype: int32 - name: smooth-or-featured-ukidss_artifact dtype: int32 - name: disk-edge-on-ukidss_yes dtype: int32 - name: disk-edge-on-ukidss_no dtype: int32 - name: has-spiral-arms-ukidss_yes dtype: int32 - name: has-spiral-arms-ukidss_no dtype: int32 - name: bar-ukidss_yes dtype: int32 - name: bar-ukidss_no dtype: int32 - name: bulge-size-ukidss_dominant dtype: int32 - name: bulge-size-ukidss_obvious dtype: int32 - name: bulge-size-ukidss_just-noticeable dtype: int32 - name: bulge-size-ukidss_no dtype: int32 - name: something-odd-ukidss_yes dtype: int32 - name: something-odd-ukidss_no dtype: int32 - name: how-rounded-ukidss_round dtype: int32 - name: how-rounded-ukidss_in-between dtype: int32 - name: how-rounded-ukidss_cigar dtype: int32 - name: bulge-shape-ukidss_round dtype: int32 - name: bulge-shape-ukidss_boxy dtype: int32 - name: bulge-shape-ukidss_no-bulge dtype: int32 - name: spiral-winding-ukidss_tight dtype: int32 - name: spiral-winding-ukidss_medium dtype: int32 - name: spiral-winding-ukidss_loose dtype: int32 - name: spiral-arm-count-ukidss_1 dtype: int32 - name: spiral-arm-count-ukidss_2 dtype: int32 - name: spiral-arm-count-ukidss_3 dtype: int32 - name: spiral-arm-count-ukidss_4 dtype: int32 - name: spiral-arm-count-ukidss_more-than-4 dtype: int32 - name: spiral-arm-count-ukidss_cant-tell dtype: int32 - name: smooth-or-featured-cd_smooth dtype: int32 - name: smooth-or-featured-cd_featured-or-disk dtype: int32 - name: smooth-or-featured-cd_problem dtype: int32 - name: disk-edge-on-cd_yes dtype: int32 - name: disk-edge-on-cd_no dtype: int32 - name: has-spiral-arms-cd_yes dtype: int32 - name: has-spiral-arms-cd_no dtype: int32 - name: bar-cd_strong dtype: int32 - name: bar-cd_weak dtype: int32 - name: bar-cd_no dtype: int32 - name: bulge-size-cd_dominant dtype: int32 - name: bulge-size-cd_large dtype: int32 - name: bulge-size-cd_moderate dtype: int32 - name: bulge-size-cd_small dtype: int32 - name: bulge-size-cd_none dtype: int32 - name: how-rounded-cd_round dtype: int32 - name: how-rounded-cd_in-between dtype: int32 - name: how-rounded-cd_cigar-shaped dtype: int32 - name: edge-on-bulge-cd_boxy dtype: int32 - name: edge-on-bulge-cd_none dtype: int32 - name: edge-on-bulge-cd_rounded dtype: int32 - name: spiral-winding-cd_tight dtype: int32 - name: spiral-winding-cd_medium dtype: int32 - name: spiral-winding-cd_loose dtype: int32 - name: spiral-arm-count-cd_1 dtype: int32 - name: spiral-arm-count-cd_2 dtype: int32 - name: spiral-arm-count-cd_3 dtype: int32 - name: spiral-arm-count-cd_4 dtype: int32 - name: spiral-arm-count-cd_more-than-4 dtype: int32 - name: spiral-arm-count-cd_cant-tell dtype: int32 - name: merging-cd_none dtype: int32 - name: merging-cd_minor-disturbance dtype: int32 - name: merging-cd_major-disturbance dtype: int32 - name: merging-cd_merger dtype: int32 - name: clumps-cd_yes dtype: int32 - name: clumps-cd_no dtype: int32 - name: problem-cd_star dtype: int32 - name: problem-cd_artifact dtype: int32 - name: problem-cd_zoom dtype: int32 - name: artifact-cd_satellite dtype: int32 - name: artifact-cd_scattered dtype: int32 - name: artifact-cd_diffraction dtype: int32 - name: artifact-cd_ray dtype: int32 - name: artifact-cd_saturation dtype: int32 - name: artifact-cd_other dtype: int32 splits: - name: train num_bytes: 14908217366.0 num_examples: 700184 - name: test num_bytes: 3374081995.125 num_examples: 150751 download_size: 18104459483 dataset_size: 18282299361.125 - config_name: tiny features: - name: image dtype: image - name: smooth-or-featured-gz2_smooth dtype: int32 - name: smooth-or-featured-gz2_featured-or-disk dtype: int32 - name: smooth-or-featured-gz2_artifact dtype: int32 - name: disk-edge-on-gz2_yes dtype: int32 - name: disk-edge-on-gz2_no dtype: int32 - name: has-spiral-arms-gz2_yes dtype: int32 - name: has-spiral-arms-gz2_no dtype: int32 - name: bar-gz2_yes dtype: int32 - name: bar-gz2_no dtype: int32 - name: bulge-size-gz2_dominant dtype: int32 - name: bulge-size-gz2_obvious dtype: int32 - name: bulge-size-gz2_just-noticeable dtype: int32 - name: bulge-size-gz2_no dtype: int32 - name: something-odd-gz2_yes dtype: int32 - name: something-odd-gz2_no dtype: int32 - name: how-rounded-gz2_round dtype: int32 - name: how-rounded-gz2_in-between dtype: int32 - name: how-rounded-gz2_cigar dtype: int32 - name: bulge-shape-gz2_round dtype: int32 - name: bulge-shape-gz2_boxy dtype: int32 - name: bulge-shape-gz2_no-bulge dtype: int32 - name: spiral-winding-gz2_tight dtype: int32 - name: spiral-winding-gz2_medium dtype: int32 - name: spiral-winding-gz2_loose dtype: int32 - name: spiral-arm-count-gz2_1 dtype: int32 - name: spiral-arm-count-gz2_2 dtype: int32 - name: spiral-arm-count-gz2_3 dtype: int32 - name: spiral-arm-count-gz2_4 dtype: int32 - name: spiral-arm-count-gz2_more-than-4 dtype: int32 - name: spiral-arm-count-gz2_cant-tell dtype: int32 - name: smooth-or-featured-dr12_smooth dtype: int32 - name: smooth-or-featured-dr12_featured-or-disk dtype: int32 - name: smooth-or-featured-dr12_artifact dtype: int32 - name: disk-edge-on-dr12_yes dtype: int32 - name: disk-edge-on-dr12_no dtype: int32 - name: has-spiral-arms-dr12_yes dtype: int32 - name: has-spiral-arms-dr12_no dtype: int32 - name: bar-dr12_yes dtype: int32 - name: bar-dr12_no dtype: int32 - name: bulge-size-dr12_dominant dtype: int32 - name: bulge-size-dr12_obvious dtype: int32 - name: bulge-size-dr12_none dtype: int32 - name: how-rounded-dr12_completely dtype: int32 - name: how-rounded-dr12_in-between dtype: int32 - name: how-rounded-dr12_cigar-shaped dtype: int32 - name: edge-on-bulge-dr12_boxy dtype: int32 - name: edge-on-bulge-dr12_none dtype: int32 - name: edge-on-bulge-dr12_rounded dtype: int32 - name: spiral-winding-dr12_tight dtype: int32 - name: spiral-winding-dr12_medium dtype: int32 - name: spiral-winding-dr12_loose dtype: int32 - name: spiral-arm-count-dr12_1 dtype: int32 - name: spiral-arm-count-dr12_2 dtype: int32 - name: spiral-arm-count-dr12_3 dtype: int32 - name: spiral-arm-count-dr12_4 dtype: int32 - name: spiral-arm-count-dr12_more-than-4 dtype: int32 - name: merging-dr12_neither dtype: int32 - name: merging-dr12_tidal-debris dtype: int32 - name: merging-dr12_both dtype: int32 - name: merging-dr12_merger dtype: int32 - name: smooth-or-featured-dr5_smooth dtype: int32 - name: smooth-or-featured-dr5_featured-or-disk dtype: int32 - name: smooth-or-featured-dr5_artifact dtype: int32 - name: disk-edge-on-dr5_yes dtype: int32 - name: disk-edge-on-dr5_no dtype: int32 - name: has-spiral-arms-dr5_yes dtype: int32 - name: has-spiral-arms-dr5_no dtype: int32 - name: bar-dr5_strong dtype: int32 - name: bar-dr5_weak dtype: int32 - name: bar-dr5_no dtype: int32 - name: bulge-size-dr5_dominant dtype: int32 - name: bulge-size-dr5_large dtype: int32 - name: bulge-size-dr5_moderate dtype: int32 - name: bulge-size-dr5_small dtype: int32 - name: bulge-size-dr5_none dtype: int32 - name: how-rounded-dr5_round dtype: int32 - name: how-rounded-dr5_in-between dtype: int32 - name: how-rounded-dr5_cigar-shaped dtype: int32 - name: edge-on-bulge-dr5_boxy dtype: int32 - name: edge-on-bulge-dr5_none dtype: int32 - name: edge-on-bulge-dr5_rounded dtype: int32 - name: spiral-winding-dr5_tight dtype: int32 - name: spiral-winding-dr5_medium dtype: int32 - name: spiral-winding-dr5_loose dtype: int32 - name: spiral-arm-count-dr5_1 dtype: int32 - name: spiral-arm-count-dr5_2 dtype: int32 - name: spiral-arm-count-dr5_3 dtype: int32 - name: spiral-arm-count-dr5_4 dtype: int32 - name: spiral-arm-count-dr5_more-than-4 dtype: int32 - name: spiral-arm-count-dr5_cant-tell dtype: int32 - name: merging-dr5_none dtype: int32 - name: merging-dr5_minor-disturbance dtype: int32 - name: merging-dr5_major-disturbance dtype: int32 - name: merging-dr5_merger dtype: int32 - name: smooth-or-featured-dr8_smooth dtype: int32 - name: smooth-or-featured-dr8_featured-or-disk dtype: int32 - name: smooth-or-featured-dr8_artifact dtype: int32 - name: disk-edge-on-dr8_yes dtype: int32 - name: disk-edge-on-dr8_no dtype: int32 - name: has-spiral-arms-dr8_yes dtype: int32 - name: has-spiral-arms-dr8_no dtype: int32 - name: bar-dr8_strong dtype: int32 - name: bar-dr8_weak dtype: int32 - name: bar-dr8_no dtype: int32 - name: bulge-size-dr8_dominant dtype: int32 - name: bulge-size-dr8_large dtype: int32 - name: bulge-size-dr8_moderate dtype: int32 - name: bulge-size-dr8_small dtype: int32 - name: bulge-size-dr8_none dtype: int32 - name: how-rounded-dr8_round dtype: int32 - name: how-rounded-dr8_in-between dtype: int32 - name: how-rounded-dr8_cigar-shaped dtype: int32 - name: edge-on-bulge-dr8_boxy dtype: int32 - name: edge-on-bulge-dr8_none dtype: int32 - name: edge-on-bulge-dr8_rounded dtype: int32 - name: spiral-winding-dr8_tight dtype: int32 - name: spiral-winding-dr8_medium dtype: int32 - name: spiral-winding-dr8_loose dtype: int32 - name: spiral-arm-count-dr8_1 dtype: int32 - name: spiral-arm-count-dr8_2 dtype: int32 - name: spiral-arm-count-dr8_3 dtype: int32 - name: spiral-arm-count-dr8_4 dtype: int32 - name: spiral-arm-count-dr8_more-than-4 dtype: int32 - name: spiral-arm-count-dr8_cant-tell dtype: int32 - name: merging-dr8_none dtype: int32 - name: merging-dr8_minor-disturbance dtype: int32 - name: merging-dr8_major-disturbance dtype: int32 - name: merging-dr8_merger dtype: int32 - name: smooth-or-featured-candels_smooth dtype: int32 - name: smooth-or-featured-candels_features dtype: int32 - name: smooth-or-featured-candels_artifact dtype: int32 - name: how-rounded-candels_completely dtype: int32 - name: how-rounded-candels_in-between dtype: int32 - name: how-rounded-candels_cigar-shaped dtype: int32 - name: clumpy-appearance-candels_yes dtype: int32 - name: clumpy-appearance-candels_no dtype: int32 - name: clump-count-candels_1 dtype: int32 - name: clump-count-candels_2 dtype: int32 - name: clump-count-candels_3 dtype: int32 - name: clump-count-candels_4 dtype: int32 - name: clump-count-candels_5-plus dtype: int32 - name: clump-count-candels_cant-tell dtype: int32 - name: disk-edge-on-candels_yes dtype: int32 - name: disk-edge-on-candels_no dtype: int32 - name: edge-on-bulge-candels_yes dtype: int32 - name: edge-on-bulge-candels_no dtype: int32 - name: bar-candels_yes dtype: int32 - name: bar-candels_no dtype: int32 - name: has-spiral-arms-candels_yes dtype: int32 - name: has-spiral-arms-candels_no dtype: int32 - name: spiral-winding-candels_tight dtype: int32 - name: spiral-winding-candels_medium dtype: int32 - name: spiral-winding-candels_loose dtype: int32 - name: spiral-arm-count-candels_1 dtype: int32 - name: spiral-arm-count-candels_2 dtype: int32 - name: spiral-arm-count-candels_3 dtype: int32 - name: spiral-arm-count-candels_4 dtype: int32 - name: spiral-arm-count-candels_5-plus dtype: int32 - name: spiral-arm-count-candels_cant-tell dtype: int32 - name: bulge-size-candels_none dtype: int32 - name: bulge-size-candels_obvious dtype: int32 - name: bulge-size-candels_dominant dtype: int32 - name: merging-candels_merger dtype: int32 - name: merging-candels_tidal-debris dtype: int32 - name: merging-candels_both dtype: int32 - name: merging-candels_neither dtype: int32 - name: smooth-or-featured-hubble_smooth dtype: int32 - name: smooth-or-featured-hubble_features dtype: int32 - name: smooth-or-featured-hubble_artifact dtype: int32 - name: how-rounded-hubble_completely dtype: int32 - name: how-rounded-hubble_in-between dtype: int32 - name: how-rounded-hubble_cigar-shaped dtype: int32 - name: clumpy-appearance-hubble_yes dtype: int32 - name: clumpy-appearance-hubble_no dtype: int32 - name: clump-count-hubble_1 dtype: int32 - name: clump-count-hubble_2 dtype: int32 - name: clump-count-hubble_3 dtype: int32 - name: clump-count-hubble_4 dtype: int32 - name: clump-count-hubble_5-plus dtype: int32 - name: clump-count-hubble_cant-tell dtype: int32 - name: disk-edge-on-hubble_yes dtype: int32 - name: disk-edge-on-hubble_no dtype: int32 - name: bulge-shape-hubble_rounded dtype: int32 - name: bulge-shape-hubble_boxy dtype: int32 - name: bulge-shape-hubble_none dtype: int32 - name: bar-hubble_yes dtype: int32 - name: bar-hubble_no dtype: int32 - name: has-spiral-arms-hubble_yes dtype: int32 - name: has-spiral-arms-hubble_no dtype: int32 - name: spiral-winding-hubble_tight dtype: int32 - name: spiral-winding-hubble_medium dtype: int32 - name: spiral-winding-hubble_loose dtype: int32 - name: spiral-arm-count-hubble_1 dtype: int32 - name: spiral-arm-count-hubble_2 dtype: int32 - name: spiral-arm-count-hubble_3 dtype: int32 - name: spiral-arm-count-hubble_4 dtype: int32 - name: spiral-arm-count-hubble_5-plus dtype: int32 - name: spiral-arm-count-hubble_cant-tell dtype: int32 - name: bulge-size-hubble_none dtype: int32 - name: bulge-size-hubble_just-noticeable dtype: int32 - name: bulge-size-hubble_obvious dtype: int32 - name: bulge-size-hubble_dominant dtype: int32 - name: galaxy-symmetrical-hubble_yes dtype: int32 - name: galaxy-symmetrical-hubble_no dtype: int32 - name: clumps-embedded-larger-object-hubble_yes dtype: int32 - name: clumps-embedded-larger-object-hubble_no dtype: int32 - name: smooth-or-featured-ukidss_smooth dtype: int32 - name: smooth-or-featured-ukidss_featured-or-disk dtype: int32 - name: smooth-or-featured-ukidss_artifact dtype: int32 - name: disk-edge-on-ukidss_yes dtype: int32 - name: disk-edge-on-ukidss_no dtype: int32 - name: has-spiral-arms-ukidss_yes dtype: int32 - name: has-spiral-arms-ukidss_no dtype: int32 - name: bar-ukidss_yes dtype: int32 - name: bar-ukidss_no dtype: int32 - name: bulge-size-ukidss_dominant dtype: int32 - name: bulge-size-ukidss_obvious dtype: int32 - name: bulge-size-ukidss_just-noticeable dtype: int32 - name: bulge-size-ukidss_no dtype: int32 - name: something-odd-ukidss_yes dtype: int32 - name: something-odd-ukidss_no dtype: int32 - name: how-rounded-ukidss_round dtype: int32 - name: how-rounded-ukidss_in-between dtype: int32 - name: how-rounded-ukidss_cigar dtype: int32 - name: bulge-shape-ukidss_round dtype: int32 - name: bulge-shape-ukidss_boxy dtype: int32 - name: bulge-shape-ukidss_no-bulge dtype: int32 - name: spiral-winding-ukidss_tight dtype: int32 - name: spiral-winding-ukidss_medium dtype: int32 - name: spiral-winding-ukidss_loose dtype: int32 - name: spiral-arm-count-ukidss_1 dtype: int32 - name: spiral-arm-count-ukidss_2 dtype: int32 - name: spiral-arm-count-ukidss_3 dtype: int32 - name: spiral-arm-count-ukidss_4 dtype: int32 - name: spiral-arm-count-ukidss_more-than-4 dtype: int32 - name: spiral-arm-count-ukidss_cant-tell dtype: int32 - name: smooth-or-featured-cd_smooth dtype: int32 - name: smooth-or-featured-cd_featured-or-disk dtype: int32 - name: smooth-or-featured-cd_problem dtype: int32 - name: disk-edge-on-cd_yes dtype: int32 - name: disk-edge-on-cd_no dtype: int32 - name: has-spiral-arms-cd_yes dtype: int32 - name: has-spiral-arms-cd_no dtype: int32 - name: bar-cd_strong dtype: int32 - name: bar-cd_weak dtype: int32 - name: bar-cd_no dtype: int32 - name: bulge-size-cd_dominant dtype: int32 - name: bulge-size-cd_large dtype: int32 - name: bulge-size-cd_moderate dtype: int32 - name: bulge-size-cd_small dtype: int32 - name: bulge-size-cd_none dtype: int32 - name: how-rounded-cd_round dtype: int32 - name: how-rounded-cd_in-between dtype: int32 - name: how-rounded-cd_cigar-shaped dtype: int32 - name: edge-on-bulge-cd_boxy dtype: int32 - name: edge-on-bulge-cd_none dtype: int32 - name: edge-on-bulge-cd_rounded dtype: int32 - name: spiral-winding-cd_tight dtype: int32 - name: spiral-winding-cd_medium dtype: int32 - name: spiral-winding-cd_loose dtype: int32 - name: spiral-arm-count-cd_1 dtype: int32 - name: spiral-arm-count-cd_2 dtype: int32 - name: spiral-arm-count-cd_3 dtype: int32 - name: spiral-arm-count-cd_4 dtype: int32 - name: spiral-arm-count-cd_more-than-4 dtype: int32 - name: spiral-arm-count-cd_cant-tell dtype: int32 - name: merging-cd_none dtype: int32 - name: merging-cd_minor-disturbance dtype: int32 - name: merging-cd_major-disturbance dtype: int32 - name: merging-cd_merger dtype: int32 - name: clumps-cd_yes dtype: int32 - name: clumps-cd_no dtype: int32 - name: problem-cd_star dtype: int32 - name: problem-cd_artifact dtype: int32 - name: problem-cd_zoom dtype: int32 - name: artifact-cd_satellite dtype: int32 - name: artifact-cd_scattered dtype: int32 - name: artifact-cd_diffraction dtype: int32 - name: artifact-cd_ray dtype: int32 - name: artifact-cd_saturation dtype: int32 - name: artifact-cd_other dtype: int32 splits: - name: train num_bytes: 149326666.25 num_examples: 6998 - name: test num_bytes: 33586510.616 num_examples: 1503 download_size: 181219934 dataset_size: 182913176.866 configs: - config_name: default data_files: - split: train path: data/train-* - split: test path: data/test-* - config_name: tiny data_files: - split: train path: tiny/train-* - split: test path: tiny/test-* ---