API === :mod:`neurocaps.extraction` - Timeseries Extraction --------------------------------------------------- Module containing the ``TimeseriesExtractor`` class for extracting timeseries data from preprocessed BIDS datasets (using pipelines such as fMRIPrep), as well as for pickling (serializing) and visualizing the extracted data. .. automodule:: neurocaps.extraction :no-members: :no-inherited-members: .. currentmodule:: neurocaps .. autosummary:: :template: class.rst :toctree: generated/ extraction.TimeseriesExtractor :mod:`neurocaps.analysis` - Co-Activation Patterns (CAPs) Analysis ------------------------------------------------------------------- Module containing the ``CAP`` class for performing and visualizing CAPs analyses, as well as functions for changing dtype, merging, and standardizing timeseries data, and creating averaged transition probability matrices from the participant-wise *transition probabilities* dataframes created by ``CAP.calculate_metrics``. .. automodule:: neurocaps.analysis :no-members: :no-inherited-members: .. currentmodule:: neurocaps .. autosummary:: :template: class.rst :toctree: generated/ analysis.CAP .. autosummary:: :template: function.rst :toctree: generated/ analysis.change_dtype analysis.merge_dicts analysis.standardize analysis.transition_matrix