New Functionality
- Added new intersubject correlation (ISC) functionality. ISC function in stats module can compute different types of resampling tests (i.e., circular shifting, phase randomization, subject-wise bootstrapping. ISC method on Adjacency Class can perform subject-wise bootstrapping.
- Added new intersubject functional connectivity (ISFC) functionality. Uses leave-one-subject out averaging method.
- Added new dynamic intersubject phase synchrony (ISPS) functionality. Calculate length of average resultant vector, significance computed with parametric Rayleigh test.
- roi_to_brain is now much faster when using arrays.
- Added new timeseries permutation methods to correlation_permutation function (circle shifting and phase randomization)
- Brain_Data has a new `temporal_resample` method to up and downsample timeseries
Bug Fixes
- fixed smoothing bug
- temporary fix to plotting bug. due to change to matlotlib api, colorbars on brain_data plots are not working correctly. Turned them off by default for now.
- no longer pinning joblib to old version
Refactoring
- updated and refactored align code.
Deprecated/Removed
- Removed jackknife permutation method as we decided it wasn't working as we intended.