Luke Chang
Eshin Jolly
Jin Hyun Cheong
Anton Burnashev
Andy Chen
2018-12-12
<p><em>New Functionality</em></p>
<ul>
<li>Can now perform multi-region and/or searchlight based prediction using <code>Brain_Data.predict_multi</code></li>
<li><code>Brain_Data.predict</code> now support multi-class classification</li>
<li>New interactive plotting based on <code>nilearn</code> using <code>Brain_Data.iplot()</code></li>
<li>plotting functions have been renamed to remove camel case (e.g. <code>plotBrain</code> -> <code>plot_brain</code>)</li>
<li><code>Brain_Data.plot</code> now integrates old plotting functions in method call using argument <code>view</code>. Still defaults to axial slices but can optionally display, <code>glass</code>, <code>mni</code> (for ortho slices) or <code>both</code></li>
<li>new <code>distance_correlation</code>, <code>procrustes_distance</code>, <code>jackknife_permutation</code> functions in <code>nltools.stats</code></li>
<li><code>expand_mask</code>, <code>collapse_mask</code>, <code>create_sphere</code> can now take custom masks</li>
<li><code>Brain_Data.standarize</code> gains new axis argument</li>
</ul>
<p><em>Bug Fixes</em></p>
<ul>
<li>Fixed issue in boolean indexing with ROC forced choice computation</li>
<li>Fixed edge case bug in <code>fdr</code></li>
<li><code>holm_bonf</code> behaves like <code>fdr</code> now and fixes incorrect pvalue bug</li>
<li><code>check_numpy_square_matrix</code> validates properly now</li>
<li>fixed issue in failed arma regression if <code>statsmodels</code> was not installed</li>
<li>fixed issue in failed interactive plotting if <code>ipywidgets</code> was not installed</li>
</ul>
https://doi.org/10.5281/zenodo.2229813
oai:zenodo.org:2229813
Zenodo
https://github.com/cosanlab/nltools/tree/0.3.11
https://doi.org/10.5281/zenodo.2229812
info:eu-repo/semantics/openAccess
Other (Open)
cosanlab/nltools: 0.3.11
info:eu-repo/semantics/other