• C++ API Documentation

  • Quickstart
  • Matrices and data
  • Loading and saving
  • Citation
  • Core functionality

    • Core math utilities
    • Distances
    • Distributions
    • Kernels
  • Trees

    • KDTree
    • MeanSplitKDTree
    • BallTree
    • MeanSplitBallTree
    • VPTree
    • RPTree
    • MaxRPTree
    • UBTree
    • BinarySpaceTree
  • Classification

    • AdaBoost
    • DecisionTree
    • HoeffdingTree
    • LinearSVM
    • LogisticRegression
    • NaiveBayesClassifier
    • Perceptron
    • RandomForest
    • SoftmaxRegression
  • Regression

    • BayesianLinearRegression
    • DecisionTreeRegressor
    • LARS
    • LinearRegression
  • Clustering

    • MeanShift
  • Geometry
  • Preprocessing

    • Normalizing labels
    • Dataset splitting
  • Transformations

    • AMF
    • LocalCoordinateCoding
    • LMNN
    • NCA
    • NMF
    • PCA
    • RADICAL
    • SparseCoding
  • Modeling

    • Cross-validation
    • Hyperparameter tuning
  • Embedded Applications

    • cross-compile and run k-NN on a Raspberry Pi 2 (armv7)
    • Setting up an mlpack cross-compilation environment
  • Examples
  • Developers

• Binding API

  • Python quickstart
  • Python binding documentation
  • Julia quickstart
  • Julia binding documentation
  • R quickstart
  • R binding documentation
  • CLI quickstart
  • CLI binding documentation
  • Go quickstart
  • Go binding documentation