Release Notes Version 9 1: Difference between revisions

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** Add Loss vs. Epochs plot
** Add Loss vs. Epochs plot
** Add ROC plot (ANNDLDA only).
** Add ROC plot (ANNDLDA only).
** dd crossval increment, specify the step size for first hidden layer nodes to be cross-validated over.
** Add crossval increment, specify the step size for first hidden layer nodes to be cross-validated over.
* [[umap | UMAP]]
* [[umap | UMAP]]
** Add connectivity plot.
** Add connectivity plot.
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* [[grootmanager | GROOTMANAGER]] - Manage and update MATLAB graphics root object properties.
* [[grootmanager | GROOTMANAGER]] - Manage and update MATLAB graphics root object properties.
* [[grooteditor | GROOTEDITOR]] - Interface to GROOTMANAGER.
* [[grooteditor | GROOTEDITOR]] - Interface to GROOTMANAGER.
* [[doegui | DOEGUI]] - Updated interface using web-based app tools, interface now available in newer versions of MATLAB.  
* [[doegui | 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 ==
==Other Features and Improvements ==
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|----valign="top"
|----valign="top"
|'''[[Declutter_Settings_Window | CLUTTER FILTER]]'''
|'''[[asinhx]]'''
|
* Arcsinh transform.
|----
 
|----valign="top"
|'''[[asinsqrt]]'''
|
* Arcsin square root transformation.
|----
 
|----valign="top"
|'''[[Declutter_Settings_Window | clutter filter]]'''
|
|
* Support using cross-validation over multiple GLSW or EPO parameter values when using CLS Residuals.
* Support using cross-validation over multiple GLSW or EPO parameter values when using CLS Residuals.
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|----valign="top"
|----valign="top"
|'''COADDSETTING'''
|'''coaddsettings'''
|
|
* Add binning by classes and add standard deviation and variance operations.
* Add binning by classes and add standard deviation and variance operations.
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|----valign="top"
|----valign="top"
|'''[[editds | EDITDS]]'''
|'''[[editds]]'''
|
|
* Add shuffle and undo shuffle to transform menu.
* Add shuffle and undo shuffle to transform menu.
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|----valign="top"
|----valign="top"
|'''[[experimentreadr | EXPERIMENTREADR]]'''
|'''[[experimentreadr]]'''
|
|
* Add class info from Y to X block on import.
* Add class info from Y to X block on import.
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|----valign="top"
|----valign="top"
|'''[[figbrowser | FIGBROWSER]]'''
|'''[[figbrowser]]'''
|
|
* Change default to be off and remove any auto startup functionality.
* Change default to be off and remove any auto startup functionality.
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|----valign="top"
|----valign="top"
|'''[[flucutset | FLUCUTSET]]'''
|'''flucutset'''
|
|
* Add fix for updating plot when using sample as a blank.
* Add fix for updating plot when using sample as a blank.
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|----valign="top"
|----valign="top"
|'''[[glsw | GLSW]]'''
|'''[[glsw]]'''
|
|
* Scale SVD eigenvalues of input data by the first eigenvalue value.
* Scale SVD eigenvalues of input data by the first eigenvalue.
|----
|----


|----valign="top"
|----valign="top"
|'''[[modlrder | MODLRDER]]'''
|'''[[modlrder]]'''
|
|
* Add summary Y stats.
* Add summary Y stats.
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|----valign="top"
|----valign="top"
|'''[[parafac | PARAFAC]]'''
|'''[[parafac]]'''
|
|
* Add splithalf option to GUI.  
* Add splithalf option to GUI.  
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|----valign="top"
|----valign="top"
|'''[[reportwriter | REPORTWRITER]]'''
|'''[[initevripct | Parallel Computing]]'''
|
* Parallel Computing Toolbox enabled by default for functions that use PCT ([[mlr | MLR]], [[svm | SVM]], [[svmda | SVMDA]] and [[datafit_engine | DATAFIT]] ).
|----
 
|----valign="top"
|'''[[pr_entropy]]'''
|
* Calculate the pattern recognition entropy (PRE), Shannon entropy.
|----
 
|----valign="top"
|'''[[reportwriter]]'''
|
|
* Add summary stats and prediction stats.
* Add summary stats and prediction stats.

Latest revision as of 16:16, 9 January 2023

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.
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