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Releases: RodentDataAnalytics/mwm-ml-gen

Version 4.0.3-beta

18 Dec 14:21
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Version 4.0.3-beta Pre-release
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Bugs and issues fixed

  • Normalized feature values of NaN now equal to 0. NaN values may be generated when both min and max values of a feature are 0.

  • Fixed a hard coded variable in features computation.

  • Fixed the Labelling Quality procedure which was causing an error upon execution.

  • Fixed an issue with the agreement matrix where the numbers were generated into wrong positions.

  • Updated code for the Demo procedure.

Version 4.0.2-beta

30 Jul 10:55
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Version 4.0.2-beta Pre-release
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  • Fixed a bug when generating statistics
  • Fixed some MAC compatibility issues

Version 4.0.1-beta

28 Jul 13:31
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Version 4.0.1-beta Pre-release
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Major Changes

A number of new functionalities are available:

  • Ability to label whole trajectories
  • Ability to turn non-segmented trajectories into segments
  • Ability to add custom class tags
  • Ability to load custom computed trajectory features
  • More analysis results including confidence intervals and classification statistics.
  • Raw classification results are now exported for further custom analysis (or in case the Friedman test cannot be performed).

Minor Changes

  • Fixed axes labels and file names.
  • Better figure graphics.
  • Some parts of the code have been re-written.
  • Ability to read UTF16LE txt files.

Bugs and issues fixed

  • New more robust classification methodology (see issue).

Version 3.1-beta

29 Nov 16:53
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Version 3.1-beta Pre-release
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Synopsis

Major Changes

  • Improved and more generalized formula for mapping segment classes to trajectories (see Gehring, Tiago V., et al. supplementary material 1.6)
  • More statistics can now be computed about the classification quality and agreement of the classifiers after the majority voting merging (see wiki Class Statistics).

Minor Changes

  • Browse Trajectory Data now contains a counter for the labels provided.

Known Issues

  • Sometimes the user may need to press the buttons of the main GUI two times.
  • The MAC release does not include the console window.
  • The MAC release cannot read and parse EXCEL files. Users are advised to use TXT and CSV file format on MACs.

Version 3.1.0-test

28 Nov 22:39
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Version 3.1.0-test Pre-release
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This is a test release of version 3.1.0. Only the source code (MATLAB) is provided.

Version 3.0-beta

08 Nov 20:42
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Version 3.0-beta Pre-release
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Major Changes

  • Redesigned software and code.
  • Updated classification procedure.
  • New graphical user interface which includes an updated way of parsing info from exported Ethovision files.
  • All the results are extracted as CSV files
  • Both Windows and MAC installer.

Minor Changes

  • Trajectory track: full file name is used as the track.
  • All the generated CSV files have headers.

Known Issues

  • Sometimes the user may need to press the buttons of the main GUI two times.
  • The MAC release does not include the console window.
  • The MAC release cannot read and parse EXCEL files. Users are advised to use TXT and CSV file format on MACs.

Version 2.0-beta

22 Aug 14:30
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Version 2.0-beta Pre-release
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Major Changes

  • The program can now read TXT files apart from XLSX and CSV.
  • The user now has the ability to specify the generated figures' properties (font, text size, line width) and the figures' export format.
  • Both Windows and MAC installer.

Minor Changes

  • Some more Waitbars are added.
  • p-values, confusion matrix and transition probabilities are now exported automatically to a TXT files.

Known Issues

  • The MAC release does not include the console window. The user needs to see the generated text files for the numerical values (p-values, confusion matrix, transition probabilities).
  • The MAC release cannot read and parse EXCEL files. Users are advised to use TXT and CSV file format on MACs.

Initial Update

01 Jul 13:06
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Initial Update Pre-release
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Still in beta testing.

Major Changes:

  • The program can now read XLSX files apart from CSV.
  • Number of Clusters can now be identified with the help of a small GUI.

Minor Changes:

  • The segmentation objects can now be transferred and loaded to any machine (the user may be asked to change the output folder).
  • Waitbars are introduced and appear during specific processing stages (data parsing and feature computation) to indicate that the program is busy. During these stages the main GUI become invisible.
  • Error messages are more detailed.

Initial Release

21 Jun 09:06
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Initial Release Pre-release
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Still in beta testing.