Datasets:

USuCgex0122e
/

demo_dataset_seed20260726

Tasks:

Other

Tags:

EEG

neuroscience

benchmark

License:

Dataset card Files Files and versions

xet

Community

Dataset Viewer

The dataset viewer is not available for this subset.

Cannot get the split names for the config 'default' of the dataset.

Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/hdf5/hdf5.py", line 49, in _split_generators
                  import h5py
              ModuleNotFoundError: No module named 'h5py'
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 71, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ~~~~~~~~~~~~~~~~~~~~~~~^
                      path=dataset,
                      ^^^^^^^^^^^^^
                      config_name=config,
                      ^^^^^^^^^^^^^^^^^^^
                      token=hf_token,
                      ^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
                  info = get_dataset_config_info(
                      path,
                  ...<6 lines>...
                      **config_kwargs,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

demo_dataset (alternate split seed=20260726)

Processed EEG demo package matching the layout of USuCgex0122e/demo_dataset, with subject-disjoint split seed 20260726 (primary release uses 20260725).

Large datasets are sparsely subsampled to approximate original demo sizes.

Per dataset: train.h5 / val.h5 / test.h5 (X, y) + Croissant metadata.

Included datasets

AD65 — subjects=88, splits={'train': 4594, 'val': 1229, 'test': 1190}, sparse=False
BCIC2A — subjects=9, splits={'train': 2098, 'val': 1091, 'test': 1507}, sparse=False
CHB_MIT — subjects=24, splits={'train': 1520, 'val': 25338, 'test': 23407}, sparse=True
CIRE — subjects=18, splits={'train': 1105, 'val': 190, 'test': 237}, sparse=False
DEAP — subjects=32, splits={'train': 5520, 'val': 1920, 'test': 240}, sparse=False
EEGMAT — subjects=36, splits={'train': 661, 'val': 96, 'test': 96}, sparse=False
EEG_SVRec — subjects=27, splits={'train': 44797, 'val': 3981, 'test': 25106}, sparse=False
ISRUC_S1 — subjects=100, splits={'train': 9125, 'val': 5237, 'test': 4598}, sparse=True
MDD — subjects=62, splits={'train': 4594, 'val': 1234, 'test': 695}, sparse=False
MODMA — subjects=53, splits={'train': 557, 'val': 76, 'test': 165}, sparse=False
MusicEEG — subjects=31, splits={'train': 9280, 'val': 2608, 'test': 3968}, sparse=False
Physionet_MI — subjects=109, splits={'train': 6483, 'val': 1440, 'test': 1914}, sparse=False
SEED_V — subjects=16, splits={'train': 629, 'val': 3564, 'test': 1782}, sparse=True
SEED_VIG — subjects=21, splits={'train': 14160, 'val': 4425, 'test': 1770}, sparse=False
SEED_VII — subjects=20, splits={'train': 4480, 'val': 2734, 'test': 2734}, sparse=True
SHU_MI — subjects=25, splits={'train': 8074, 'val': 1873, 'test': 1252}, sparse=False
Siena_EEG — subjects=14, splits={'train': 844, 'val': 1804, 'test': 3157}, sparse=True
SleepEDF — subjects=100, splits={'train': 22790, 'val': 40989, 'test': 43334}, sparse=True
TUAB — subjects=2329, splits={'train': 10400, 'val': 4967, 'test': 5277}, sparse=True
TUEV — subjects=291, splits={'train': 8370, 'val': 2496, 'test': 1684}, sparse=False
TUSL — subjects=38, splits={'train': 231, 'val': 21, 'test': 48}, sparse=False
TUSZ — subjects=74, splits={'train': 3000, 'val': 1000, 'test': 1000}, sparse=True
Things_EEG2 — subjects=10, splits={'train': 640, 'val': 2000, 'test': 2000}, sparse=True
Workload — subjects=12, splits={'train': 7632, 'val': 2862, 'test': 954}, sparse=False

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Total file size:

41.4 GB