• Docs Index
  • Basics
  • Citation
  • Quickstarts

    • C++
    • CLI
    • Python
    • Julia
    • Go
    • R
  • Documentation

    • C++
    • CLI binding docs
    • Python binding docs
    • Julia binding docs
    • Go binding docs
    • R binding docs

• mlpack Python binding documentation [top]
  • Overview
  • Python Quickstart
  • Data Formats
  • Classification

    • decision_tree()
    • linear_svm()
    • logistic_regression()
    • nbc()
    • perceptron()
    • random_forest()
    • softmax_regression()
    • class Adaboost
  • Regression

    • bayesian_linear_regression()
    • lars()
    • class LinearRegression
  • Clustering

    • dbscan()
    • gmm_train()
    • gmm_generate()
    • gmm_probability()
    • hoeffding_tree()
    • kmeans()
    • mean_shift()
  • Geometry

    • approx_kfn()
    • emst()
    • fastmks()
    • lsh()
    • knn()
    • kfn()
    • krann()
  • Preprocessing

    • preprocess_split()
    • preprocess_binarize()
    • preprocess_describe()
    • preprocess_scale()
    • preprocess_one_hot_encoding()
    • image_converter()
  • Misc. / Other

    • cf()
    • det()
    • hmm_train()
    • hmm_generate()
    • hmm_loglik()
    • hmm_viterbi()
    • kde()
    • nmf()
  • Transformations

    • kernel_pca()
    • lmnn()
    • local_coordinate_coding()
    • nca()
    • pca()
    • radical()
    • sparse_coding()