• 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

• 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()