New Functionality Can now perform multi-region and/or searchlight based prediction using Brain_Data.predict_multi Brain_Data.predict now support multi-class classification New interactive plotting based on nilearn using Brain_Data.iplot() plotting functions have been renamed to remove camel case (e.g. plotBrain -> plot_brain) Brain_Data.plot now integrates old plotting functions in method call using argument view. Still defaults to axial slices but can optionally display, glass, mni (for ortho slices) or both new distance_correlation, procrustes_distance, jackknife_permutation functions in nltools.stats expand_mask, collapse_mask, create_sphere can now take custom masks Brain_Data.standarize gains new axis argument Bug Fixes Fixed issue in boolean indexing with ROC forced choice computation Fixed edge case bug in fdr holm_bonf behaves like fdr now and fixes incorrect pvalue bug check_numpy_square_matrix validates properly now fixed issue in failed arma regression if statsmodels was not installed fixed issue in failed interactive plotting if ipywidgets was not installed