December 12, 2018 Software Open Access

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

Dublin Core Export

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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <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:date>2018-12-12</dc:date>
  <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:description>
  <dc:identifier>https://zenodo.org/record/2229813</dc:identifier>
  <dc:identifier>10.5281/zenodo.2229813</dc:identifier>
  <dc:identifier>oai:zenodo.org:2229813</dc:identifier>
  <dc:relation>url:https://github.com/cosanlab/nltools/tree/0.3.11</dc:relation>
  <dc:relation>doi:10.5281/zenodo.2229812</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:title>cosanlab/nltools: 0.3.11</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>