- [overview](#overview){: .language-link #always }
 - [quickstart](#quickstart){: .language-link #always }
 - [tutorials](#tutorials){: .language-link #always }
 - [data formats](#cli_data-formats){: .language-link #cli }
 - [data formats](#python_data-formats){: .language-link #python }
 - [data formats](#julia_data-formats){: .language-link #julia }
 - [data formats](#go_data-formats){: .language-link #go }
 - [data formats](#r_data-formats){: .language-link #r }
<div class="category" markdown="1">
<h5>classification:</h5>
 - [mlpack_adaboost](#cli_adaboost){: .language-link #cli }
 - [adaboost()](#python_adaboost){: .language-link #python }
 - [adaboost()](#julia_adaboost){: .language-link #julia }
 - [Adaboost()](#go_adaboost){: .language-link #go }
 - [adaboost()](#r_adaboost){: .language-link #r }
 - [mlpack_decision_stump](#cli_decision_stump){: .language-link #cli }
 - [decision_stump()](#python_decision_stump){: .language-link #python }
 - [decision_stump()](#julia_decision_stump){: .language-link #julia }
 - [DecisionStump()](#go_decision_stump){: .language-link #go }
 - [mlpack_decision_tree](#cli_decision_tree){: .language-link #cli }
 - [decision_tree()](#python_decision_tree){: .language-link #python }
 - [decision_tree()](#julia_decision_tree){: .language-link #julia }
 - [DecisionTree()](#go_decision_tree){: .language-link #go }
 - [decision_tree()](#r_decision_tree){: .language-link #r }
 - [mlpack_hoeffding_tree](#cli_hoeffding_tree){: .language-link #cli }
 - [hoeffding_tree()](#python_hoeffding_tree){: .language-link #python }
 - [hoeffding_tree()](#julia_hoeffding_tree){: .language-link #julia }
 - [HoeffdingTree()](#go_hoeffding_tree){: .language-link #go }
 - [hoeffding_tree()](#r_hoeffding_tree){: .language-link #r }
 - [mlpack_linear_svm](#cli_linear_svm){: .language-link #cli }
 - [linear_svm()](#python_linear_svm){: .language-link #python }
 - [linear_svm()](#julia_linear_svm){: .language-link #julia }
 - [LinearSvm()](#go_linear_svm){: .language-link #go }
 - [linear_svm()](#r_linear_svm){: .language-link #r }
 - [mlpack_logistic_regression](#cli_logistic_regression){: .language-link #cli }
 - [logistic_regression()](#python_logistic_regression){: .language-link #python }
 - [logistic_regression()](#julia_logistic_regression){: .language-link #julia }
 - [LogisticRegression()](#go_logistic_regression){: .language-link #go }
 - [logistic_regression()](#r_logistic_regression){: .language-link #r }
 - [mlpack_nbc](#cli_nbc){: .language-link #cli }
 - [nbc()](#python_nbc){: .language-link #python }
 - [nbc()](#julia_nbc){: .language-link #julia }
 - [Nbc()](#go_nbc){: .language-link #go }
 - [nbc()](#r_nbc){: .language-link #r }
 - [mlpack_perceptron](#cli_perceptron){: .language-link #cli }
 - [perceptron()](#python_perceptron){: .language-link #python }
 - [perceptron()](#julia_perceptron){: .language-link #julia }
 - [Perceptron()](#go_perceptron){: .language-link #go }
 - [perceptron()](#r_perceptron){: .language-link #r }
 - [mlpack_random_forest](#cli_random_forest){: .language-link #cli }
 - [random_forest()](#python_random_forest){: .language-link #python }
 - [random_forest()](#julia_random_forest){: .language-link #julia }
 - [RandomForest()](#go_random_forest){: .language-link #go }
 - [random_forest()](#r_random_forest){: .language-link #r }
 - [mlpack_softmax_regression](#cli_softmax_regression){: .language-link #cli }
 - [softmax_regression()](#python_softmax_regression){: .language-link #python }
 - [softmax_regression()](#julia_softmax_regression){: .language-link #julia }
 - [SoftmaxRegression()](#go_softmax_regression){: .language-link #go }
 - [softmax_regression()](#r_softmax_regression){: .language-link #r }
</div>

<div class="category" markdown="1">
<h5>regression:</h5>
 - [mlpack_bayesian_linear_regression](#cli_bayesian_linear_regression){: .language-link #cli }
 - [bayesian_linear_regression()](#python_bayesian_linear_regression){: .language-link #python }
 - [bayesian_linear_regression()](#julia_bayesian_linear_regression){: .language-link #julia }
 - [BayesianLinearRegression()](#go_bayesian_linear_regression){: .language-link #go }
 - [bayesian_linear_regression()](#r_bayesian_linear_regression){: .language-link #r }
 - [mlpack_lars](#cli_lars){: .language-link #cli }
 - [lars()](#python_lars){: .language-link #python }
 - [lars()](#julia_lars){: .language-link #julia }
 - [Lars()](#go_lars){: .language-link #go }
 - [lars()](#r_lars){: .language-link #r }
 - [mlpack_linear_regression](#cli_linear_regression){: .language-link #cli }
 - [linear_regression()](#python_linear_regression){: .language-link #python }
 - [linear_regression()](#julia_linear_regression){: .language-link #julia }
 - [LinearRegression()](#go_linear_regression){: .language-link #go }
 - [linear_regression()](#r_linear_regression){: .language-link #r }
</div>

<div class="category" markdown="1">
<h5>clustering:</h5>
 - [mlpack_dbscan](#cli_dbscan){: .language-link #cli }
 - [dbscan()](#python_dbscan){: .language-link #python }
 - [dbscan()](#julia_dbscan){: .language-link #julia }
 - [Dbscan()](#go_dbscan){: .language-link #go }
 - [dbscan()](#r_dbscan){: .language-link #r }
 - [mlpack_gmm_train](#cli_gmm_train){: .language-link #cli }
 - [gmm_train()](#python_gmm_train){: .language-link #python }
 - [gmm_train()](#julia_gmm_train){: .language-link #julia }
 - [GmmTrain()](#go_gmm_train){: .language-link #go }
 - [gmm_train()](#r_gmm_train){: .language-link #r }
 - [mlpack_gmm_generate](#cli_gmm_generate){: .language-link #cli }
 - [gmm_generate()](#python_gmm_generate){: .language-link #python }
 - [gmm_generate()](#julia_gmm_generate){: .language-link #julia }
 - [GmmGenerate()](#go_gmm_generate){: .language-link #go }
 - [gmm_generate()](#r_gmm_generate){: .language-link #r }
 - [mlpack_gmm_probability](#cli_gmm_probability){: .language-link #cli }
 - [gmm_probability()](#python_gmm_probability){: .language-link #python }
 - [gmm_probability()](#julia_gmm_probability){: .language-link #julia }
 - [GmmProbability()](#go_gmm_probability){: .language-link #go }
 - [gmm_probability()](#r_gmm_probability){: .language-link #r }
 - [mlpack_kmeans](#cli_kmeans){: .language-link #cli }
 - [kmeans()](#python_kmeans){: .language-link #python }
 - [kmeans()](#julia_kmeans){: .language-link #julia }
 - [Kmeans()](#go_kmeans){: .language-link #go }
 - [kmeans()](#r_kmeans){: .language-link #r }
 - [mlpack_mean_shift](#cli_mean_shift){: .language-link #cli }
 - [mean_shift()](#python_mean_shift){: .language-link #python }
 - [mean_shift()](#julia_mean_shift){: .language-link #julia }
 - [MeanShift()](#go_mean_shift){: .language-link #go }
 - [mean_shift()](#r_mean_shift){: .language-link #r }
</div>

<div class="category" markdown="1">
<h5>geometry:</h5>
 - [mlpack_approx_kfn](#cli_approx_kfn){: .language-link #cli }
 - [approx_kfn()](#python_approx_kfn){: .language-link #python }
 - [approx_kfn()](#julia_approx_kfn){: .language-link #julia }
 - [ApproxKfn()](#go_approx_kfn){: .language-link #go }
 - [approx_kfn()](#r_approx_kfn){: .language-link #r }
 - [mlpack_emst](#cli_emst){: .language-link #cli }
 - [emst()](#python_emst){: .language-link #python }
 - [emst()](#julia_emst){: .language-link #julia }
 - [Emst()](#go_emst){: .language-link #go }
 - [emst()](#r_emst){: .language-link #r }
 - [mlpack_fastmks](#cli_fastmks){: .language-link #cli }
 - [fastmks()](#python_fastmks){: .language-link #python }
 - [fastmks()](#julia_fastmks){: .language-link #julia }
 - [Fastmks()](#go_fastmks){: .language-link #go }
 - [fastmks()](#r_fastmks){: .language-link #r }
 - [mlpack_lsh](#cli_lsh){: .language-link #cli }
 - [lsh()](#python_lsh){: .language-link #python }
 - [lsh()](#julia_lsh){: .language-link #julia }
 - [Lsh()](#go_lsh){: .language-link #go }
 - [lsh()](#r_lsh){: .language-link #r }
 - [mlpack_knn](#cli_knn){: .language-link #cli }
 - [knn()](#python_knn){: .language-link #python }
 - [knn()](#julia_knn){: .language-link #julia }
 - [Knn()](#go_knn){: .language-link #go }
 - [knn()](#r_knn){: .language-link #r }
 - [mlpack_kfn](#cli_kfn){: .language-link #cli }
 - [kfn()](#python_kfn){: .language-link #python }
 - [kfn()](#julia_kfn){: .language-link #julia }
 - [Kfn()](#go_kfn){: .language-link #go }
 - [kfn()](#r_kfn){: .language-link #r }
 - [mlpack_range_search](#cli_range_search){: .language-link #cli }
 - [mlpack_krann](#cli_krann){: .language-link #cli }
 - [krann()](#python_krann){: .language-link #python }
 - [krann()](#julia_krann){: .language-link #julia }
 - [Krann()](#go_krann){: .language-link #go }
 - [krann()](#r_krann){: .language-link #r }
</div>

<div class="category" markdown="1">
<h5>preprocessing:</h5>
 - [mlpack_preprocess_split](#cli_preprocess_split){: .language-link #cli }
 - [preprocess_split()](#python_preprocess_split){: .language-link #python }
 - [preprocess_split()](#julia_preprocess_split){: .language-link #julia }
 - [PreprocessSplit()](#go_preprocess_split){: .language-link #go }
 - [preprocess_split()](#r_preprocess_split){: .language-link #r }
 - [mlpack_preprocess_binarize](#cli_preprocess_binarize){: .language-link #cli }
 - [preprocess_binarize()](#python_preprocess_binarize){: .language-link #python }
 - [preprocess_binarize()](#julia_preprocess_binarize){: .language-link #julia }
 - [PreprocessBinarize()](#go_preprocess_binarize){: .language-link #go }
 - [preprocess_binarize()](#r_preprocess_binarize){: .language-link #r }
 - [mlpack_preprocess_describe](#cli_preprocess_describe){: .language-link #cli }
 - [preprocess_describe()](#python_preprocess_describe){: .language-link #python }
 - [preprocess_describe()](#julia_preprocess_describe){: .language-link #julia }
 - [PreprocessDescribe()](#go_preprocess_describe){: .language-link #go }
 - [preprocess_describe()](#r_preprocess_describe){: .language-link #r }
 - [mlpack_preprocess_imputer](#cli_preprocess_imputer){: .language-link #cli }
 - [mlpack_preprocess_scale](#cli_preprocess_scale){: .language-link #cli }
 - [preprocess_scale()](#python_preprocess_scale){: .language-link #python }
 - [preprocess_scale()](#julia_preprocess_scale){: .language-link #julia }
 - [PreprocessScale()](#go_preprocess_scale){: .language-link #go }
 - [preprocess_scale()](#r_preprocess_scale){: .language-link #r }
 - [mlpack_preprocess_one_hot_encoding](#cli_preprocess_one_hot_encoding){: .language-link #cli }
 - [preprocess_one_hot_encoding()](#python_preprocess_one_hot_encoding){: .language-link #python }
 - [preprocess_one_hot_encoding()](#julia_preprocess_one_hot_encoding){: .language-link #julia }
 - [PreprocessOneHotEncoding()](#go_preprocess_one_hot_encoding){: .language-link #go }
 - [preprocess_one_hot_encoding()](#r_preprocess_one_hot_encoding){: .language-link #r }
 - [mlpack_image_converter](#cli_image_converter){: .language-link #cli }
 - [image_converter()](#python_image_converter){: .language-link #python }
 - [image_converter()](#julia_image_converter){: .language-link #julia }
 - [ImageConverter()](#go_image_converter){: .language-link #go }
 - [image_converter()](#r_image_converter){: .language-link #r }
</div>

<div class="category" markdown="1">
<h5>misc. / other:</h5>
 - [mlpack_cf](#cli_cf){: .language-link #cli }
 - [cf()](#python_cf){: .language-link #python }
 - [cf()](#julia_cf){: .language-link #julia }
 - [Cf()](#go_cf){: .language-link #go }
 - [cf()](#r_cf){: .language-link #r }
 - [mlpack_det](#cli_det){: .language-link #cli }
 - [det()](#python_det){: .language-link #python }
 - [det()](#julia_det){: .language-link #julia }
 - [Det()](#go_det){: .language-link #go }
 - [det()](#r_det){: .language-link #r }
 - [mlpack_hmm_train](#cli_hmm_train){: .language-link #cli }
 - [hmm_train()](#python_hmm_train){: .language-link #python }
 - [hmm_train()](#julia_hmm_train){: .language-link #julia }
 - [HmmTrain()](#go_hmm_train){: .language-link #go }
 - [hmm_train()](#r_hmm_train){: .language-link #r }
 - [mlpack_hmm_loglik](#cli_hmm_loglik){: .language-link #cli }
 - [hmm_loglik()](#python_hmm_loglik){: .language-link #python }
 - [hmm_loglik()](#julia_hmm_loglik){: .language-link #julia }
 - [HmmLoglik()](#go_hmm_loglik){: .language-link #go }
 - [hmm_loglik()](#r_hmm_loglik){: .language-link #r }
 - [mlpack_hmm_viterbi](#cli_hmm_viterbi){: .language-link #cli }
 - [hmm_viterbi()](#python_hmm_viterbi){: .language-link #python }
 - [hmm_viterbi()](#julia_hmm_viterbi){: .language-link #julia }
 - [HmmViterbi()](#go_hmm_viterbi){: .language-link #go }
 - [hmm_viterbi()](#r_hmm_viterbi){: .language-link #r }
 - [mlpack_hmm_generate](#cli_hmm_generate){: .language-link #cli }
 - [hmm_generate()](#python_hmm_generate){: .language-link #python }
 - [hmm_generate()](#julia_hmm_generate){: .language-link #julia }
 - [HmmGenerate()](#go_hmm_generate){: .language-link #go }
 - [hmm_generate()](#r_hmm_generate){: .language-link #r }
 - [mlpack_kde](#cli_kde){: .language-link #cli }
 - [kde()](#python_kde){: .language-link #python }
 - [kde()](#julia_kde){: .language-link #julia }
 - [Kde()](#go_kde){: .language-link #go }
 - [kde()](#r_kde){: .language-link #r }
 - [mlpack_nmf](#cli_nmf){: .language-link #cli }
 - [nmf()](#python_nmf){: .language-link #python }
 - [nmf()](#julia_nmf){: .language-link #julia }
 - [Nmf()](#go_nmf){: .language-link #go }
 - [nmf()](#r_nmf){: .language-link #r }
</div>

<div class="category" markdown="1">
<h5>transformations:</h5>
 - [mlpack_kernel_pca](#cli_kernel_pca){: .language-link #cli }
 - [kernel_pca()](#python_kernel_pca){: .language-link #python }
 - [kernel_pca()](#julia_kernel_pca){: .language-link #julia }
 - [KernelPca()](#go_kernel_pca){: .language-link #go }
 - [kernel_pca()](#r_kernel_pca){: .language-link #r }
 - [mlpack_lmnn](#cli_lmnn){: .language-link #cli }
 - [lmnn()](#python_lmnn){: .language-link #python }
 - [lmnn()](#julia_lmnn){: .language-link #julia }
 - [Lmnn()](#go_lmnn){: .language-link #go }
 - [lmnn()](#r_lmnn){: .language-link #r }
 - [mlpack_local_coordinate_coding](#cli_local_coordinate_coding){: .language-link #cli }
 - [local_coordinate_coding()](#python_local_coordinate_coding){: .language-link #python }
 - [local_coordinate_coding()](#julia_local_coordinate_coding){: .language-link #julia }
 - [LocalCoordinateCoding()](#go_local_coordinate_coding){: .language-link #go }
 - [local_coordinate_coding()](#r_local_coordinate_coding){: .language-link #r }
 - [mlpack_nca](#cli_nca){: .language-link #cli }
 - [nca()](#python_nca){: .language-link #python }
 - [nca()](#julia_nca){: .language-link #julia }
 - [Nca()](#go_nca){: .language-link #go }
 - [nca()](#r_nca){: .language-link #r }
 - [mlpack_pca](#cli_pca){: .language-link #cli }
 - [pca()](#python_pca){: .language-link #python }
 - [pca()](#julia_pca){: .language-link #julia }
 - [Pca()](#go_pca){: .language-link #go }
 - [pca()](#r_pca){: .language-link #r }
 - [mlpack_radical](#cli_radical){: .language-link #cli }
 - [radical()](#python_radical){: .language-link #python }
 - [radical()](#julia_radical){: .language-link #julia }
 - [Radical()](#go_radical){: .language-link #go }
 - [radical()](#r_radical){: .language-link #r }
 - [mlpack_sparse_coding](#cli_sparse_coding){: .language-link #cli }
 - [sparse_coding()](#python_sparse_coding){: .language-link #python }
 - [sparse_coding()](#julia_sparse_coding){: .language-link #julia }
 - [SparseCoding()](#go_sparse_coding){: .language-link #go }
 - [sparse_coding()](#r_sparse_coding){: .language-link #r }
</div>