121 lines
4.0 KiB
HTML
121 lines
4.0 KiB
HTML
<div id="sidebar">
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<ul>
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<li><a href="LINKROOTindex.html"><b>Docs Index</b></a>
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<ul>
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<li><a href="LINKROOTindex.html#mlpack-basics">Basics</a></li>
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<li><a href="LINKROOTcitation.html">Citation</a></li>
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<li><details open="true"><summary>Quickstarts</summary>
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<ul>
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<li><a href="LINKROOTquickstart/cpp.html">C++</a></li>
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<li><a href="LINKROOTquickstart/cli.html">CLI</a></li>
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<li><a href="LINKROOTquickstart/python.html">Python</a></li>
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<li><a href="LINKROOTquickstart/julia.html">Julia</a></li>
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<li><a href="LINKROOTquickstart/go.html">Go</a></li>
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<li><a href="LINKROOTquickstart/r.html">R</a></li>
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</ul></details></li>
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<li><details open="true"><summary>Documentation</summary>
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<ul>
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<li><a href="LINKROOTindex.html">C++</a></li>
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<li><a href="LINKROOTuser/bindings/cli.html">CLI binding docs</a></li>
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<li><a href="LINKROOTuser/bindings/python.html">Python binding docs</a></li>
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<li><a href="LINKROOTuser/bindings/julia.html">Julia binding docs</a></li>
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<li><a href="LINKROOTuser/bindings/go.html">Go binding docs</a></li>
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<li><a href="LINKROOTuser/bindings/r.html">R binding docs</a></li>
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</ul></details></li>
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</ul>
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</ul>
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<ul>
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<li><a href="#mlpack-overview">Overview</a></li>
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<li><a href="../../quickstart/python.html">Python Quickstart</a></li>
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<li><a href="#data-formats">Data Formats</a></li>
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<li><details><summary>Classification</summary>
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<ul>
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<li><a href="#decision_tree">decision_tree()</a></li>
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<li><a href="#linear_svm">linear_svm()</a></li>
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<li><a href="#logistic_regression">logistic_regression()</a></li>
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<li><a href="#nbc">nbc()</a></li>
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<li><a href="#perceptron">perceptron()</a></li>
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<li><a href="#random_forest">random_forest()</a></li>
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<li><a href="#softmax_regression">softmax_regression()</a></li>
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<li><a href="#adaboost">class Adaboost</a></li>
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</ul>
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</details>
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</li>
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<li><details><summary>Regression</summary>
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<ul>
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<li><a href="#bayesian_linear_regression">bayesian_linear_regression()</a></li>
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<li><a href="#lars">lars()</a></li>
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<li><a href="#linear_regression">class LinearRegression</a></li>
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</ul>
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</details>
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</li>
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<li><details><summary>Clustering</summary>
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<ul>
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<li><a href="#dbscan">dbscan()</a></li>
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<li><a href="#gmm_train">gmm_train()</a></li>
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<li><a href="#gmm_generate">gmm_generate()</a></li>
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<li><a href="#gmm_probability">gmm_probability()</a></li>
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<li><a href="#hoeffding_tree">hoeffding_tree()</a></li>
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<li><a href="#kmeans">kmeans()</a></li>
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<li><a href="#mean_shift">mean_shift()</a></li>
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</ul>
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</details>
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</li>
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<li><details><summary>Geometry</summary>
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<ul>
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<li><a href="#approx_kfn">approx_kfn()</a></li>
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<li><a href="#emst">emst()</a></li>
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<li><a href="#fastmks">fastmks()</a></li>
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<li><a href="#lsh">lsh()</a></li>
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<li><a href="#knn">knn()</a></li>
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<li><a href="#kfn">kfn()</a></li>
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<li><a href="#krann">krann()</a></li>
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</ul>
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</details>
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</li>
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<li><details><summary>Preprocessing</summary>
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<ul>
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<li><a href="#preprocess_split">preprocess_split()</a></li>
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<li><a href="#preprocess_binarize">preprocess_binarize()</a></li>
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<li><a href="#preprocess_describe">preprocess_describe()</a></li>
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<li><a href="#preprocess_scale">preprocess_scale()</a></li>
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<li><a href="#preprocess_one_hot_encoding">preprocess_one_hot_encoding()</a></li>
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<li><a href="#image_converter">image_converter()</a></li>
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</ul>
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</details>
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</li>
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<li><details><summary>Misc. / Other</summary>
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<ul>
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<li><a href="#cf">cf()</a></li>
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<li><a href="#det">det()</a></li>
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<li><a href="#hmm_train">hmm_train()</a></li>
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<li><a href="#hmm_generate">hmm_generate()</a></li>
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<li><a href="#hmm_loglik">hmm_loglik()</a></li>
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<li><a href="#hmm_viterbi">hmm_viterbi()</a></li>
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<li><a href="#kde">kde()</a></li>
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<li><a href="#nmf">nmf()</a></li>
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</ul>
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</details>
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</li>
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<li><details><summary>Transformations</summary>
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<ul>
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<li><a href="#kernel_pca">kernel_pca()</a></li>
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<li><a href="#lmnn">lmnn()</a></li>
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<li><a href="#local_coordinate_coding">local_coordinate_coding()</a></li>
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<li><a href="#nca">nca()</a></li>
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<li><a href="#pca">pca()</a></li>
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<li><a href="#radical">radical()</a></li>
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<li><a href="#sparse_coding">sparse_coding()</a></li>
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</ul>
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</details>
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</li>
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</ul>
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</div>
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