neurocaps.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().

CAP

Co-Activation Patterns (CAPs) Class.

change_dtype

Perform Participant-wise Dtype Conversion.

merge_dicts

Merge Participant Timeseries Across Multiple Sessions or Tasks.

standardize

Perform Participant-wise Timeseries Standardization Within Runs.

transition_matrix

Generate and Visualize the Averaged Transition Probabilities.