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Commits on Mar 19, 2016

• Fixing accord-netGH-215: Bug Found in DecisionTrees.Learning.ID3Learning.

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• Fixing deserialization compatibility with previous versions.

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• Adding unit tests for the deserialization of decision trees created using previous versions of the framework.

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• Merge branch 'mthmn20-random_forest' into development

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• Updating decision trees and the contributed decision forests to use the new classification framelet.

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• Minor updates to the rest of the framework to start supporting the new classifier/learning algorithm framelet.

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• Adding loss functions to be used in the unified framework.

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• Adding a common framework to unify all classification models, and all learning algorithms.

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• Adding new Vector, Jagged and Multidimensional matrices method: OneHot, KHot, ArgMin and ArgMax.

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Commits on Feb 1, 2016

• Updating unit test.

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• Fixing Goldfarb Idnani. Solves issue accord-net#171.

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• Fixing an issue where Accord.Math unit tests would not show up in Visual Studio's test explorer;

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Commits on Jan 23, 2016

• Updating Gamma distribution fitting to use Matrix's IsRelativelyEqual method for determining convergence. Fixes issue accord-netGH-159.

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• accord-netGH-188: ProbabilisticOutputCalibration Class Example Incorrect Object Name

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Commits on Jan 22, 2016

• Updating sample applications.

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• Updating unit tests.

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• Updating projects with the new organization.

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• Merging AForge.NET and Accord.NET Histogram classes.

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• Moving standard statistical measures (i.e. mean, standard deviation, variance, ...) in a separate Measures class.

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• Adding a Categorial class containing extension methods to manipulate categorical variables (i.e. labels and groupings);

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Commits on Jan 20, 2016

• Updating unit tests.

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• Updating Extras.

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• Updating Control projects.

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• Updating Imaging project.

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• Updating Machine Learning project

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• Correcting multiple random initializations of Gaussian mixture model.

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• Updating the Neuro project.

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• Updating Accord.Statistics;

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• Updating the rest of Math project to use the unified Matrix and Vector mechanisms.

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• Missing files from last commit;

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• Adding Dice, Jaccard, Kulczynski, Matching, Rogers-Tanimoto, Russel-Rao, Sokal Michener, Sokal Sneath, Yule distances as proper classes, and updating the auto-generated Distance static class;

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• Deprecating previous dot products and operations;

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• Matrix dot products, and elementwise operations are now auto-generated.

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• Vector Range, Scale and Interval are now auto-generated.

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• Standardizing the way Vectors, Matrices and Jagged matrices are created and handled in the framework;

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