Releases: caseykneale/ChemometricsTools.jl
v0.5.5
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v0.5.1
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v0.5.0
"Feature-Fix"
So I caught some embarrassing bugs. Notably CDA/LDA had a transpose/broadcasting error that basically made it - well - it made the method not CDA/LDA. I also included some safeties for the GuassianDiscriminant classifier, so if a class covariance matrix is singular the null space is removed to force singularity(it also throws a warning).
Notably, I added LinearPerceptron classifiers, code to generate multivariate confidence ellipses for discriminant analysis methods, and updated some of the docs. This release is being cut mostly to test the new package registrator for Julia. I really want end users to get the latest version of the package when they use Pkg.add().
"Bug-fix" Public release! (v 0.4.2)
I fixed a bit of bugs and added some methods. Notably, Probabilistic Neural Networks were added, multiclass classification statistics can now export to dataframes, and csv's for automated report generation. Multiclass stats got over-hauled, and it now outputs a 2-Tuple of global statistics and local class-wise statistics. Added a bit of multiway methods, but nothing super useful there yet. Added, some bare bones GA's for advanced users, but that's undocumented until I flesh it out a bit (end-user beware).
Not much else changed, but, it's slowly rolling along. Big plans for 0.5.0! The project is really getting close to a public/community unveiling.
Stable Public Release
Ever since 0.2.5 made it's way to the Julia registry I realized how much was wrong with it (a lot of bugs!). I've gone through and made some serious changes to the functions provided to make them more abusable and in some cases more correct. I've slowly been expanding the undocumented parts of this package to make a big move for the first 0.5.0 release.