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<!--
sidebar.html
This file defines the documentation sidebar. If you are adding a new
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<div id="sidebar">
<ul>
<li>
<details open="true"> <!-- default open for non-binding pages -->
<summary>
<a href="LINKROOTindex.html" class="textlink"><b>C++ API Documentation</b></a>
</summary>
<ul>
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<li>
<a href="LINKROOTquickstart/cpp.html">Quickstart</a>
</li>
<li>
<a href="LINKROOTuser/install.html">Installing mlpack</a>
</li>
<li>
<a href="LINKROOTembedded/supported_boards.html">Cross-compilation setup</a>
</li>
<li>
<a href="LINKROOTuser/matrices.html">Data representation in mlpack</a>
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<a href="LINKROOTcitation.html">Citation</a>
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<details>
<summary>
<a href="LINKROOTuser/tutorials.html">
Tutorials and Examples
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<ul>
<li>
<a href="https://github.com/mlpack/examples/">
mlpack examples repository
</a>
</li>
<li>
<a href="https://www.youtube.com/@mlpack">
mlpack Youtube channel
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</li>
<li>
<a href="https://github.com/mlpack/models/">
mlpack models repository
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</ul>
</details>
</li>
<li class="bottom-space">
<details>
<summary>
<a href="LINKROOTuser/core.html">
Utility classes
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/core/math.html">
Math
</a>
</li>
<li>
<a href="LINKROOTuser/core/distances.html">
Distances
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</li>
<li>
<a href="LINKROOTuser/core/distributions.html">
Distributions
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</li>
<li>
<a href="LINKROOTuser/core/kernels.html">
Kernels
</a>
</li>
<li>
<details>
<summary>
<a href="LINKROOTuser/core/trees.html">
Trees
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/core/trees/kdtree.html">
<code>KDTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/mean_split_kdtree.html">
<code>MeanSplitKDTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/ball_tree.html">
<code>BallTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/mean_split_ball_tree.html">
<code>MeanSplitBallTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/vptree.html">
<code>VPTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/rp_tree.html">
<code>RPTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/max_rp_tree.html">
<code>MaxRPTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/ub_tree.html">
<code>UBTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/binary_space_tree.html">
<code>BinarySpaceTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/cover_tree.html">
<code>CoverTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/octree.html">
<code>Octree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/r_tree.html">
<code>RTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/r_star_tree.html">
<code>RStarTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/x_tree.html">
<code>XTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/hilbert_r_tree.html">
<code>HilbertRTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/core/trees/rectangle_tree.html">
<code>RectangleTree</code>
</a>
</li>
</ul>
</details>
</li>
</ul>
</details>
</li>
<!-- Data loading and I/O -->
<li>
<details>
<summary>
<a href="LINKROOTuser/load_save.html">
Data loading and I/O
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/load_save.html#numeric-data">
Numeric data
</a>
</li>
<li>
<a href="LINKROOTuser/load_save.html#mixed-categorical-data">
Mixed categorical data
</a>
</li>
<li>
<a href="LINKROOTuser/load_save.html#image-data">
Image data
</a>
</li>
<li>
<a href="LINKROOTuser/load_save.html#mlpack-objects">
mlpack models and objects
</a>
</li>
</ul>
</details>
</li>
<!-- Preprocessing / feature extraction -->
<li>
<details>
<summary>
<a href="LINKROOTuser/preprocessing.html">
Preprocessing/feature extraction
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/core/normalizing_labels.html">
Normalizing labels
</a>
</li>
<li>
<a href="LINKROOTuser/core/split.html">
Dataset splitting
</a>
</li>
</ul>
</details>
</li>
<!-- Transformations -->
<li>
<details>
<summary>
<a href="LINKROOTuser/transformations.html">
Transformations
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/methods/amf.html">
<code>AMF</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/local_coordinate_coding.html">
<code>LocalCoordinateCoding</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/lmnn.html">
<code>LMNN</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/nca.html">
<code>NCA</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/nmf.html">
<code>NMF</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/pca.html">
<code>PCA</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/radical.html">
<code>RADICAL</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/sparse_coding.html">
<code>SparseCoding</code>
</a>
</li>
</ul>
</details>
</li>
<!-- Classification algorithms -->
<li>
<details>
<summary>
<a href="LINKROOTuser/modeling.html">
Modeling
</a>
</summary>
<ul>
<li>
<details>
<summary>
<a href="LINKROOTuser/modeling.html#classification">
Classification
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/methods/adaboost.html">
<code>AdaBoost</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/decision_tree.html">
<code>DecisionTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/hoeffding_tree.html">
<code>HoeffdingTree</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/linear_svm.html">
<code>LinearSVM</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/logistic_regression.html">
<code>LogisticRegression</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/naive_bayes_classifier.html">
<code>NaiveBayesClassifier</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/perceptron.html">
<code>Perceptron</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/random_forest.html">
<code>RandomForest</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/softmax_regression.html">
<code>SoftmaxRegression</code>
</a>
</li>
</ul>
</details>
</li>
<li>
<details>
<summary>
<a href="LINKROOTuser/modeling.html#regression">
Regression
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/methods/bayesian_linear_regression.html">
<code>BayesianLinearRegression</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/decision_tree_regressor.html">
<code>DecisionTreeRegressor</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/lars.html">
<code>LARS</code>
</a>
</li>
<li>
<a href="LINKROOTuser/methods/linear_regression.html">
<code>LinearRegression</code>
</a>
</li>
</ul>
</details>
</li>
<li>
<details>
<summary>
<a href="LINKROOTuser/modeling.html#clustering">
Clustering
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/methods/mean_shift.html">
<code>MeanShift</code>
</a>
</li>
</ul>
</details>
</li>
<li>
<a href="LINKROOTuser/modeling.html#geometric-algorithms">
Geometric algorithms
</a>
</li>
</ul>
</details>
</li>
<!-- Evaluation -->
<li>
<details>
<summary>
<a href="LINKROOTuser/evaluation.html">
Evaluation
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/cv.html">
Cross-validation
</a>
</li>
<li>
<a href="LINKROOTuser/hpt.html">
Hyperparameter tuning
</a>
</li>
</ul>
</details>
</li>
<!-- Deployment -->
<li>
<details>
<summary>
<a href="LINKROOTuser/deployment.html">
Deployment
</a>
</summary>
<ul>
<li>
<a href="LINKROOTuser/compile.html">
Compilation
</a>
</li>
<li>
<a href="LINKROOTembedded/crosscompile_armv7.html">
Cross-compile to RPi2
</a>
</li>
<li>
<a href="LINKROOTuser/deploy_windows.html">
Deploying mlpack on Windows
</a>
</li>
</ul>
</details>
</li>
<li>
<details>
<summary>
<a href="LINKROOTdeveloper/developers.html">
Developers
</a>
</summary>
<ul>
<li>
<a href="LINKROOTdeveloper/community.html">
Community
</a>
</li>
<li>
<a href="LINKROOTdeveloper/gsoc.html">
GSoC
</a>
</li>
<li>
<a href="LINKROOTdeveloper/ci.html">
CI/CD
</a>
</li>
<li>
<a href="LINKROOTdeveloper/timer.html">
Timers
</a>
</li>
<li>
<a href="LINKROOTdeveloper/bindings.html">
Binding system
</a>
</li>
<li>
<a href="LINKROOTdeveloper/iodoc.html">
Writing a binding
</a>
</li>
<li>
<details>
<summary>
<a href="LINKROOTdeveloper/policies.html">
Template policies
</a>
</summary>
<ul>
<li>
<a href="LINKROOTdeveloper/elemtype.html">
ElemType
</a>
</li>
<li>
<a href="LINKROOTdeveloper/distances.html">
DistanceType
</a>
</li>
<li>
<a href="LINKROOTdeveloper/kernels.html">
KernelType
</a>
</li>
<li>
<a href="LINKROOTdeveloper/trees.html">
TreeType
</a>
</li>
</ul>
</details>
</li>
</ul>
</details>
</li>
</ul>
</details>
</ul>
<!-- Binding documentation section -->
<ul id="binding_sidebar">
<li>
<details> <!-- default closed for non-binding pages -->
<summary>
<a href="LINKROOTuser/bindings.html" class="textlink"><b>Binding API</b></a>
</summary>
<ul>
<li>
<a href="LINKROOTquickstart/python.html">
Python quickstart
</a>
</li>
<li class="bottom-space">
<a href="LINKROOTuser/bindings/python.html">
Python binding documentation
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</li>
<li>
<a href="LINKROOTquickstart/julia.html">
Julia quickstart
</a>
</li>
<li class="bottom-space">
<a href="LINKROOTuser/bindings/julia.html">
Julia binding documentation
</a>
</li>
<li>
<a href="LINKROOTquickstart/r.html">
R quickstart
</a>
</li>
<li class="bottom-space">
<a href="LINKROOTuser/bindings/r.html">
R binding documentation
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</li>
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<a href="LINKROOTquickstart/cli.html">
CLI quickstart
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<a href="LINKROOTuser/bindings/cli.html">
CLI binding documentation
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<a href="LINKROOTquickstart/go.html">
Go quickstart
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<a href="LINKROOTuser/bindings/go.html">
Go binding documentation
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