8. nidata.task package

8.1. Subpackages

• 8.1.1. nidata.task.haxby_etal_2001 package
  • 8.1.1.1. Module contents
• 8.1.2. nidata.task.miyawaki_2008 package
  • 8.1.2.1. Module contents
• 8.1.3. nidata.task.neurovault package
  • 8.1.3.1. Module contents
• 8.1.4. nidata.task.poldrack_etal_2001 package
  • 8.1.4.1. Module contents

8.2. Module contents

Task-based functional MRI datasets

class nidata.task.Haxby2001Dataset(*args, **kwargs)

Bases: nidata.core.datasets.NilearnDataset

Methods

fetcher_function = 'nilearn.datasets.fetch_haxby'

nilearn_name = 'haxby2001'

class nidata.task.Miyawaki2008Dataset(*args, **kwargs)

Bases: nidata.core.datasets.NilearnDataset

Methods

fetcher_function = 'nilearn.datasets.fetch_miyawaki2008'

class nidata.task.PoldrackEtal2001Dataset(*args, **kwargs)

Bases: nidata.task.poldrack_etal_2001.OpenFMriDataset

TODO: PoldrackEtal2001Dataset docstring.

Methods

dependencies = OrderedDict([('numpy', 'numpy'), ('scipy', 'scipy'), ('sklearn', 'sklearn'), ('pandas', 'pandas'), ('nibabel', 'nibabel'), ('nipy', 'nipy'), ('nilearn', 'nilearn'), ('openfmri2bids', 'git+https://github.com/INCF/openfmri2bids.git'), ('sphinx', 'sphinx')])

fetch(n_subjects=1, preprocess_data=True, convert=True, url=None, resume=True, force=False, verbose=1)

mod = 'nilearn'

class nidata.task.NeuroVaultDataset(*args, **kwargs)

Bases: nidata.core.datasets.NilearnDataset

Methods

dependencies = OrderedDict([('numpy', 'numpy'), ('scipy', 'scipy'), ('sklearn', 'sklearn'), ('nilearn', 'git+git://github.com/bcipolli/nilearn@neurovault-downloader#egg=nilearn')])

fetcher_function = 'nilearn.datasets.fetch_neurovault'

mod = 'nilearn'