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cosanlab/nltools: 0.3.11

Luke Chang; Eshin Jolly; Jin Hyun Cheong; Anton Burnashev; Andy Chen

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<oai_dc:dc xmlns:dc="" xmlns:oai_dc="" xmlns:xsi="" xsi:schemaLocation="">
  <dc:creator>Luke Chang</dc:creator>
  <dc:creator>Eshin Jolly</dc:creator>
  <dc:creator>Jin Hyun Cheong</dc:creator>
  <dc:creator>Anton Burnashev</dc:creator>
  <dc:creator>Andy Chen</dc:creator>
  <dc:description>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 -&gt; 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
  <dc:title>cosanlab/nltools: 0.3.11</dc:title>
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