Release Notes Version 9 1

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	Parallel Computing Toolbox enabled by default for functions that use PCT ( MLR, SVM, SVMDA and DATAFIT ).
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.