- [overview](#overview){: .language-link #always }
 - [quickstart](#quickstart){: .language-link #always }
 - [tutorials](#tutorials){: .language-link #always }
 - [data formats](#data-formats){: .language-link #python }
<div class="category" markdown="1">
<h5>classification:</h5>
 - [adaboost()](#adaboost){: .language-link #python }
 - [decision_stump()](#decision_stump){: .language-link #python }
 - [decision_tree()](#decision_tree){: .language-link #python }
 - [hoeffding_tree()](#hoeffding_tree){: .language-link #python }
 - [logistic_regression()](#logistic_regression){: .language-link #python }
 - [nbc()](#nbc){: .language-link #python }
 - [perceptron()](#perceptron){: .language-link #python }
 - [random_forest()](#random_forest){: .language-link #python }
 - [softmax_regression()](#softmax_regression){: .language-link #python }
</div>

<div class="category" markdown="1">
<h5>regression:</h5>
 - [lars()](#lars){: .language-link #python }
 - [linear_regression()](#linear_regression){: .language-link #python }
</div>

<div class="category" markdown="1">
<h5>clustering:</h5>
 - [dbscan()](#dbscan){: .language-link #python }
 - [gmm_train()](#gmm_train){: .language-link #python }
 - [gmm_generate()](#gmm_generate){: .language-link #python }
 - [gmm_probability()](#gmm_probability){: .language-link #python }
 - [kmeans()](#kmeans){: .language-link #python }
 - [mean_shift()](#mean_shift){: .language-link #python }
</div>

<div class="category" markdown="1">
<h5>geometry:</h5>
 - [approx_kfn()](#approx_kfn){: .language-link #python }
 - [emst()](#emst){: .language-link #python }
 - [fastmks()](#fastmks){: .language-link #python }
 - [lsh()](#lsh){: .language-link #python }
 - [knn()](#knn){: .language-link #python }
 - [kfn()](#kfn){: .language-link #python }
 - [krann()](#krann){: .language-link #python }
</div>

<div class="category" markdown="1">
<h5>preprocessing:</h5>
 - [preprocess_split()](#preprocess_split){: .language-link #python }
 - [preprocess_binarize()](#preprocess_binarize){: .language-link #python }
 - [preprocess_describe()](#preprocess_describe){: .language-link #python }
</div>

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<h5>misc. / other:</h5>
 - [cf()](#cf){: .language-link #python }
 - [det()](#det){: .language-link #python }
 - [hmm_train()](#hmm_train){: .language-link #python }
 - [hmm_loglik()](#hmm_loglik){: .language-link #python }
 - [hmm_viterbi()](#hmm_viterbi){: .language-link #python }
 - [hmm_generate()](#hmm_generate){: .language-link #python }
 - [nmf()](#nmf){: .language-link #python }
</div>

<div class="category" markdown="1">
<h5>transformations:</h5>
 - [kernel_pca()](#kernel_pca){: .language-link #python }
 - [local_coordinate_coding()](#local_coordinate_coding){: .language-link #python }
 - [nca()](#nca){: .language-link #python }
 - [pca()](#pca){: .language-link #python }
 - [radical()](#radical){: .language-link #python }
 - [sparse_coding()](#sparse_coding){: .language-link #python }
</div>