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Releases: oysstu/LabVIEW-libsvm

v1.1

20 Jul 18:50
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  • Upgraded libsvm and libsvm-dense to 3.22
  • Upgraded liblinear to 1.11
  • Dropped precompiled binary for Linux x86
  • Upgrade runtime to Visual Studio 2017
  • Fix reversed labels on gridsearch visualization axes
  • LabVIEW 2015 and later is only supported from now on

v1.0

09 Apr 19:41
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  • Removed input validation that incorrectly rejected valid regression models
  • Bumped version to 1.0, as it seems to be in a stable state and no new features is planned for now

v0.7-beta

09 Nov 10:55
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  • Added Linux support. Tested on mint 17.2 (x64) and CentOS 7 (x64) with both LabVIEW x86 / x86_64.
  • OpenG dependencies limited to the exact libraries needed.
  • Additional runtime input validation checks in library added.
  • Added model saving/loading for liblinear.

v0.6-beta

30 Sep 19:30
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  • Fixed critical bugs in the liblinear wrapper for some solver types
  • Added two example VIs for the liblinear wrapper
  • Fixed bugs in the grid-search visualization
  • Removed scaling of labels (don't see the need to have this)
  • Added VI that generates a stratified validation/training set split (randomized)
  • Restricted backwards compatibility to LabVIEW 2013 (aiming at supporting the last three versions)

v0.5-beta

18 Sep 14:24
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  • Added dense implementation of SVM, which can boost performance depending on the dataset
  • Added VI for parallelized gridsearch of RBF parameters (C, gamma)
  • DLLs are now compiled statically to reduce the number of dependencies, also LabVIEW will now automatically include them when building an application.
  • Examples for the dense implementation drops the logging functionality, which makes them easier to follow.
  • Various minor bugfixes both in the DLL and LabVIEW.

v0.4-alpha

20 Apr 14:14
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v0.4-alpha Pre-release
Pre-release
  • Reentrancy set to shared clone on cross-validation, training and prediction to facilitate parallel processing.
  • Tool for computing confusion matrix for binary classification results
  • Tool for importing a spreadsheet file to svm_problem format (similar to http://www.csie.ntu.edu.tw/~cjlin/libsvm/faq.html#f307)
  • Added a simpler example for training a C_SVC classifier (without library logging).
  • Minor interface change on linear scaling VIs

Bugfix release

16 Apr 14:25
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Bugfix release Pre-release
Pre-release

Fixed crashes that occured while using 32bit LabVIEW

Added file functionalty and linear data scaling

07 Apr 10:39
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v0.2-alpha

Fixed bug: -inf +inf was swapped