AstroM3Processed / README.md
MeriDK's picture
Upload dataset
a91f9a4 verified
|
raw
history blame
19.6 kB
metadata
license: mit
dataset_info:
  - config_name: full_0
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 699299280
        num_examples: 17045
      - name: validation
        num_bytes: 88554120
        num_examples: 2155
      - name: test
        num_bytes: 91992720
        num_examples: 2240
    download_size: 580008258
    dataset_size: 879846120
  - config_name: full_12
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 699768976
        num_examples: 17054
      - name: validation
        num_bytes: 88582160
        num_examples: 2155
      - name: test
        num_bytes: 91494984
        num_examples: 2231
    download_size: 579996253
    dataset_size: 879846120
  - config_name: full_123
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 699487664
        num_examples: 17051
      - name: validation
        num_bytes: 88353016
        num_examples: 2149
      - name: test
        num_bytes: 92005440
        num_examples: 2240
    download_size: 580048732
    dataset_size: 879846120
  - config_name: full_42
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 700165272
        num_examples: 17063
      - name: validation
        num_bytes: 88444168
        num_examples: 2152
      - name: test
        num_bytes: 91236680
        num_examples: 2225
    download_size: 580045234
    dataset_size: 879846120
  - config_name: full_66
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 700385576
        num_examples: 17049
      - name: validation
        num_bytes: 88184608
        num_examples: 2157
      - name: test
        num_bytes: 91275936
        num_examples: 2234
    download_size: 580053208
    dataset_size: 879846120
  - config_name: sub10_0
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 68144480
        num_examples: 1660
      - name: validation
        num_bytes: 8625200
        num_examples: 210
      - name: test
        num_bytes: 9001040
        num_examples: 220
    download_size: 57935691
    dataset_size: 85770720
  - config_name: sub10_12
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 68017160
        num_examples: 1660
      - name: validation
        num_bytes: 8615320
        num_examples: 210
      - name: test
        num_bytes: 8976816
        num_examples: 219
    download_size: 57813888
    dataset_size: 85609296
  - config_name: sub10_123
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 68063480
        num_examples: 1660
      - name: validation
        num_bytes: 8310440
        num_examples: 200
      - name: test
        num_bytes: 9046200
        num_examples: 220
    download_size: 57670030
    dataset_size: 85420120
  - config_name: sub10_42
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 68355600
        num_examples: 1660
      - name: validation
        num_bytes: 8746160
        num_examples: 210
      - name: test
        num_bytes: 9019080
        num_examples: 220
    download_size: 58013457
    dataset_size: 86120840
  - config_name: sub10_66
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 68336800
        num_examples: 1670
      - name: validation
        num_bytes: 8228160
        num_examples: 200
      - name: test
        num_bytes: 9013280
        num_examples: 220
    download_size: 57863989
    dataset_size: 85578240
  - config_name: sub25_0
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 174615960
        num_examples: 4255
      - name: validation
        num_bytes: 21970688
        num_examples: 537
      - name: test
        num_bytes: 22907360
        num_examples: 555
    download_size: 145911023
    dataset_size: 219494008
  - config_name: sub25_12
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 175139712
        num_examples: 4258
      - name: validation
        num_bytes: 22099648
        num_examples: 537
      - name: test
        num_bytes: 22444528
        num_examples: 552
    download_size: 145908071
    dataset_size: 219683888
  - config_name: sub25_123
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 175035904
        num_examples: 4256
      - name: validation
        num_bytes: 21742272
        num_examples: 533
      - name: test
        num_bytes: 22941032
        num_examples: 558
    download_size: 145940204
    dataset_size: 219719208
  - config_name: sub25_42
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 175335600
        num_examples: 4260
      - name: validation
        num_bytes: 21928408
        num_examples: 532
      - name: test
        num_bytes: 22793640
        num_examples: 555
    download_size: 145967962
    dataset_size: 220057648
  - config_name: sub25_66
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 175124832
        num_examples: 4258
      - name: validation
        num_bytes: 21796632
        num_examples: 533
      - name: test
        num_bytes: 22778824
        num_examples: 556
    download_size: 145942684
    dataset_size: 219700288
  - config_name: sub50_0
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 349306248
        num_examples: 8517
      - name: validation
        num_bytes: 44231680
        num_examples: 1075
      - name: test
        num_bytes: 45912624
        num_examples: 1116
    download_size: 290437676
    dataset_size: 439450552
  - config_name: sub50_12
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 350458024
        num_examples: 8526
      - name: validation
        num_bytes: 44336016
        num_examples: 1074
      - name: test
        num_bytes: 45652856
        num_examples: 1114
    download_size: 290596419
    dataset_size: 440446896
  - config_name: sub50_123
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 349542320
        num_examples: 8525
      - name: validation
        num_bytes: 44195632
        num_examples: 1073
      - name: test
        num_bytes: 45928584
        num_examples: 1116
    download_size: 290385382
    dataset_size: 439666536
  - config_name: sub50_42
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 349887664
        num_examples: 8526
      - name: validation
        num_bytes: 44171424
        num_examples: 1071
      - name: test
        num_bytes: 45487184
        num_examples: 1111
    download_size: 290269930
    dataset_size: 439546272
  - config_name: sub50_66
    features:
      - name: photometry
        dtype:
          array2_d:
            shape:
              - 9
            dtype: float32
      - name: spectra
        dtype:
          array2_d:
            shape:
              - 3
              - 2575
            dtype: float32
      - name: metadata
        sequence: float32
        length: 34
      - name: label
        dtype:
          class_label:
            names:
              '0': DSCT
              '1': EA
              '2': EB
              '3': EW
              '4': HADS
              '5': M
              '6': ROT
              '7': RRAB
              '8': RRC
              '9': SR
    splits:
      - name: train
        num_bytes: 350376040
        num_examples: 8520
      - name: validation
        num_bytes: 43972672
        num_examples: 1073
      - name: test
        num_bytes: 45551240
        num_examples: 1115
    download_size: 290555385
    dataset_size: 439899952
configs:
  - config_name: full_0
    data_files:
      - split: train
        path: full_0/train-*
      - split: validation
        path: full_0/validation-*
      - split: test
        path: full_0/test-*
  - config_name: full_12
    data_files:
      - split: train
        path: full_12/train-*
      - split: validation
        path: full_12/validation-*
      - split: test
        path: full_12/test-*
  - config_name: full_123
    data_files:
      - split: train
        path: full_123/train-*
      - split: validation
        path: full_123/validation-*
      - split: test
        path: full_123/test-*
  - config_name: full_42
    data_files:
      - split: train
        path: full_42/train-*
      - split: validation
        path: full_42/validation-*
      - split: test
        path: full_42/test-*
  - config_name: full_66
    data_files:
      - split: train
        path: full_66/train-*
      - split: validation
        path: full_66/validation-*
      - split: test
        path: full_66/test-*
  - config_name: sub10_0
    data_files:
      - split: train
        path: sub10_0/train-*
      - split: validation
        path: sub10_0/validation-*
      - split: test
        path: sub10_0/test-*
  - config_name: sub10_12
    data_files:
      - split: train
        path: sub10_12/train-*
      - split: validation
        path: sub10_12/validation-*
      - split: test
        path: sub10_12/test-*
  - config_name: sub10_123
    data_files:
      - split: train
        path: sub10_123/train-*
      - split: validation
        path: sub10_123/validation-*
      - split: test
        path: sub10_123/test-*
  - config_name: sub10_42
    data_files:
      - split: train
        path: sub10_42/train-*
      - split: validation
        path: sub10_42/validation-*
      - split: test
        path: sub10_42/test-*
  - config_name: sub10_66
    data_files:
      - split: train
        path: sub10_66/train-*
      - split: validation
        path: sub10_66/validation-*
      - split: test
        path: sub10_66/test-*
  - config_name: sub25_0
    data_files:
      - split: train
        path: sub25_0/train-*
      - split: validation
        path: sub25_0/validation-*
      - split: test
        path: sub25_0/test-*
  - config_name: sub25_12
    data_files:
      - split: train
        path: sub25_12/train-*
      - split: validation
        path: sub25_12/validation-*
      - split: test
        path: sub25_12/test-*
  - config_name: sub25_123
    data_files:
      - split: train
        path: sub25_123/train-*
      - split: validation
        path: sub25_123/validation-*
      - split: test
        path: sub25_123/test-*
  - config_name: sub25_42
    data_files:
      - split: train
        path: sub25_42/train-*
      - split: validation
        path: sub25_42/validation-*
      - split: test
        path: sub25_42/test-*
  - config_name: sub25_66
    data_files:
      - split: train
        path: sub25_66/train-*
      - split: validation
        path: sub25_66/validation-*
      - split: test
        path: sub25_66/test-*
  - config_name: sub50_0
    data_files:
      - split: train
        path: sub50_0/train-*
      - split: validation
        path: sub50_0/validation-*
      - split: test
        path: sub50_0/test-*
  - config_name: sub50_12
    data_files:
      - split: train
        path: sub50_12/train-*
      - split: validation
        path: sub50_12/validation-*
      - split: test
        path: sub50_12/test-*
  - config_name: sub50_123
    data_files:
      - split: train
        path: sub50_123/train-*
      - split: validation
        path: sub50_123/validation-*
      - split: test
        path: sub50_123/test-*
  - config_name: sub50_42
    data_files:
      - split: train
        path: sub50_42/train-*
      - split: validation
        path: sub50_42/validation-*
      - split: test
        path: sub50_42/test-*
  - config_name: sub50_66
    data_files:
      - split: train
        path: sub50_66/train-*
      - split: validation
        path: sub50_66/validation-*
      - split: test
        path: sub50_66/test-*