Release Notes Version 9 1

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Changes and Bug Fixes in Version 9.1

Version 9.1 of PLS_Toolbox and Solo is scheduled for released in August, 2022.

(back to Release Notes PLS Toolbox and Solo)

New Features in Solo and PLS_Toolbox

  • CONFIG_PYENV - Allow for user to configure Python in Matlab using a compressed file which contains the Python virtual environment.
  • ANNDL/ ANNDLDA
    • Add Loss vs. Epochs plot
    • Add ROC plot (ANNDLDA only).
    • Add crossval increment, specify the step size for first hidden layer nodes to be cross-validated over.
  • UMAP
    • Add connectivity plot.
    • Undo preprocessing for xhat.
    • Add embeddings to model.loads field.
  • TSNE - Add embeddings to model.loads field.
  • GROOTMANAGER - Manage and update MATLAB graphics root object properties.
  • GROOTEDITOR - Interface to GROOTMANAGER.
  • DOEGUI - Updated interface using web-based app tools, interface now available in newer versions of MATLAB. NOTE: This interface requires MATLAB 2020a or higher.

Other Features and Improvements

File Comment
analysis
  • Add Augmenting, Overwriting, or Cancel when loading X and Y data and there is already X and Y data loaded.
asinhx
  • Arcsinh transform.
asinsqrt
  • Arcsin square root transformation.
clutter filter
  • Support using cross-validation over multiple GLSW or EPO parameter values when using CLS Residuals.
coaddsettings
  • Add binning by classes and add standard deviation and variance operations.
editds
  • Add shuffle and undo shuffle to transform menu.
  • When unfolding multiway the DataSet Editor will now update to match the unfolded DataSet Object.
  • Can do Undo One Action and the DataSet Editor will update to match the original multiway data.
experimentreadr
  • Add class info from Y to X block on import.
  • Allow experiment file with just file names.
figbrowser
  • Change default to be off and remove any auto startup functionality.
flucutset
  • Add fix for updating plot when using sample as a blank.
glsw
  • Scale SVD eigenvalues of input data by the first eigenvalue.
modlrder
  • Add summary Y stats.
parafac
  • Add splithalf option to GUI.
Parallel Computing
pr_entropy
  • Calculate the pattern recognition entropy (PRE), Shannon entropy.
reportwriter
  • Add summary stats and prediction stats.
  • Add summary Y stats and prediction stats.
  • Fix exporting to PowerPoint in MS Office 2019.