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100
Latest Version
Avg Release Cycle
15 days
Latest Release
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Changelog History
Page 10

  • v0.2.5 Changes

    • ➕ Add classes for Naive Bayes classifier.
    • 🛠 Fix decision function method on Logistic Regression class.
    • 🛠 Fix method visibility on RBF kernel approximation class.

  • v0.2.4 Changes

    • ➕ Add class for Factorization Machine classifier.
    • ➕ Add classes for evaluation measures.
    • 🛠 Fix the method for prediction of class probability in Logistic Regression.

  • v0.2.3 Changes

    • ➕ Add class for cross validation.
    • ➕ Add specs for base modules.
    • 🛠 Fix validation of the number of splits when a negative label is given.

  • v0.2.2 Changes

    • ➕ Add data splitter classes for K-fold cross validation.

  • v0.2.1 Changes

    • ➕ Add class for K-nearest neighbors classifier.

  • v0.2.0 Changes

    • Migrated the linear algebra library to Numo::NArray.
    • ➕ Add module for loading and saving libsvm format file.

  • v0.1.3 Changes

    • ➕ Add class for Kernel Support Vector Machine with Pegasos algorithm.
    • ➕ Add module for calculating pairwise kernel fuctions and euclidean distances.

  • v0.1.2 Changes

    • ➕ Add the function learning a model with bias term to the PegasosSVC and LogisticRegression classes.
    • Rewrite the document with yard notation.

  • v0.1.1 Changes

    • ➕ Add class for Logistic Regression with SGD optimization.
    • 🛠 Fix some mistakes on the document.

  • v0.1.0 Changes

    • ➕ Add basic classes.
    • ➕ Add an utility module.
    • ➕ Add class for RBF kernel approximation.
    • ➕ Add class for Support Vector Machine with Pegasos alogrithm.
    • ➕ Add class that performs mutlclass classification with one-vs.-rest strategy.
    • ➕ Add classes for preprocessing such as min-max scaling, standardization, and L2 normalization.