Tutorials

Tutorials are available for all classes and functions in neurocaps. Note: Most examples use simulated data.

Tutorial 1: Using TimeseriesExtractor For Spatial Dimensionality Reduction With Parcellations

Tutorial 2: Using CAP Within Groups or All Subjects

Tutorial 3: Merging Timeseries With merge_dicts

Tutorial 4: Standardizing Within Runs Using standardize

Tutorial 5: Changing Dtype With change_dtype

Tutorial 6: Generating a Transition Probability Matrix transition_matrix

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Laumann, T. O., Gordon, E. M., Adeyemo, B., Snyder, A. Z., Joo, S. J., Chen, M. Y., Gilmore, A. W., McDermott, K. B., Nelson, S. M., Dosenbach, N. U., Schlaggar, B. L., Mumford, J. A., Poldrack, R. A., & Petersen, S. E. (2015). Functional system and areal organization of a highly sampled individual human brain. Neuron, 87(3), 657–670. https://doi.org/10.1016/j.neuron.2015.06.037