- [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 }
<div class="category" markdown="1">
<h5>classification:</h5>
 - [mlpack_adaboost](#cli_adaboost){: .language-link #cli }
 - [adaboost()](#python_adaboost){: .language-link #python }
 - [mlpack_decision_stump](#cli_decision_stump){: .language-link #cli }
 - [decision_stump()](#python_decision_stump){: .language-link #python }
 - [mlpack_decision_tree](#cli_decision_tree){: .language-link #cli }
 - [decision_tree()](#python_decision_tree){: .language-link #python }
 - [mlpack_hoeffding_tree](#cli_hoeffding_tree){: .language-link #cli }
 - [hoeffding_tree()](#python_hoeffding_tree){: .language-link #python }
 - [mlpack_logistic_regression](#cli_logistic_regression){: .language-link #cli }
 - [logistic_regression()](#python_logistic_regression){: .language-link #python }
 - [mlpack_nbc](#cli_nbc){: .language-link #cli }
 - [nbc()](#python_nbc){: .language-link #python }
 - [mlpack_perceptron](#cli_perceptron){: .language-link #cli }
 - [perceptron()](#python_perceptron){: .language-link #python }
 - [mlpack_random_forest](#cli_random_forest){: .language-link #cli }
 - [random_forest()](#python_random_forest){: .language-link #python }
 - [mlpack_softmax_regression](#cli_softmax_regression){: .language-link #cli }
 - [softmax_regression()](#python_softmax_regression){: .language-link #python }
</div>

<div class="category" markdown="1">
<h5>regression:</h5>
 - [mlpack_lars](#cli_lars){: .language-link #cli }
 - [lars()](#python_lars){: .language-link #python }
 - [mlpack_linear_regression](#cli_linear_regression){: .language-link #cli }
 - [linear_regression()](#python_linear_regression){: .language-link #python }
</div>

<div class="category" markdown="1">
<h5>clustering:</h5>
 - [mlpack_dbscan](#cli_dbscan){: .language-link #cli }
 - [dbscan()](#python_dbscan){: .language-link #python }
 - [mlpack_gmm_train](#cli_gmm_train){: .language-link #cli }
 - [gmm_train()](#python_gmm_train){: .language-link #python }
 - [mlpack_gmm_generate](#cli_gmm_generate){: .language-link #cli }
 - [gmm_generate()](#python_gmm_generate){: .language-link #python }
 - [mlpack_gmm_probability](#cli_gmm_probability){: .language-link #cli }
 - [gmm_probability()](#python_gmm_probability){: .language-link #python }
 - [mlpack_kmeans](#cli_kmeans){: .language-link #cli }
 - [kmeans()](#python_kmeans){: .language-link #python }
 - [mlpack_mean_shift](#cli_mean_shift){: .language-link #cli }
 - [mean_shift()](#python_mean_shift){: .language-link #python }
</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 }
 - [mlpack_emst](#cli_emst){: .language-link #cli }
 - [emst()](#python_emst){: .language-link #python }
 - [mlpack_fastmks](#cli_fastmks){: .language-link #cli }
 - [fastmks()](#python_fastmks){: .language-link #python }
 - [mlpack_lsh](#cli_lsh){: .language-link #cli }
 - [lsh()](#python_lsh){: .language-link #python }
 - [mlpack_knn](#cli_knn){: .language-link #cli }
 - [knn()](#python_knn){: .language-link #python }
 - [mlpack_kfn](#cli_kfn){: .language-link #cli }
 - [kfn()](#python_kfn){: .language-link #python }
 - [mlpack_range_search](#cli_range_search){: .language-link #cli }
 - [mlpack_krann](#cli_krann){: .language-link #cli }
 - [krann()](#python_krann){: .language-link #python }
</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 }
 - [mlpack_preprocess_binarize](#cli_preprocess_binarize){: .language-link #cli }
 - [preprocess_binarize()](#python_preprocess_binarize){: .language-link #python }
 - [mlpack_preprocess_describe](#cli_preprocess_describe){: .language-link #cli }
 - [preprocess_describe()](#python_preprocess_describe){: .language-link #python }
 - [mlpack_preprocess_imputer](#cli_preprocess_imputer){: .language-link #cli }
</div>

<div class="category" markdown="1">
<h5>misc. / other:</h5>
 - [mlpack_cf](#cli_cf){: .language-link #cli }
 - [cf()](#python_cf){: .language-link #python }
 - [mlpack_det](#cli_det){: .language-link #cli }
 - [det()](#python_det){: .language-link #python }
 - [mlpack_hmm_train](#cli_hmm_train){: .language-link #cli }
 - [hmm_train()](#python_hmm_train){: .language-link #python }
 - [mlpack_hmm_loglik](#cli_hmm_loglik){: .language-link #cli }
 - [hmm_loglik()](#python_hmm_loglik){: .language-link #python }
 - [mlpack_hmm_viterbi](#cli_hmm_viterbi){: .language-link #cli }
 - [hmm_viterbi()](#python_hmm_viterbi){: .language-link #python }
 - [mlpack_hmm_generate](#cli_hmm_generate){: .language-link #cli }
 - [hmm_generate()](#python_hmm_generate){: .language-link #python }
 - [mlpack_nmf](#cli_nmf){: .language-link #cli }
 - [nmf()](#python_nmf){: .language-link #python }
</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 }
 - [mlpack_local_coordinate_coding](#cli_local_coordinate_coding){: .language-link #cli }
 - [local_coordinate_coding()](#python_local_coordinate_coding){: .language-link #python }
 - [mlpack_nca](#cli_nca){: .language-link #cli }
 - [nca()](#python_nca){: .language-link #python }
 - [mlpack_pca](#cli_pca){: .language-link #cli }
 - [pca()](#python_pca){: .language-link #python }
 - [mlpack_radical](#cli_radical){: .language-link #cli }
 - [radical()](#python_radical){: .language-link #python }
 - [mlpack_sparse_coding](#cli_sparse_coding){: .language-link #cli }
 - [sparse_coding()](#python_sparse_coding){: .language-link #python }
</div>