0.4.0

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.