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<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" contentStyleType="text/css" data-diagram-type="CLASS" height="4323px" preserveAspectRatio="none" style="width:14643px;height:4323px;background:#FFFFFF;" version="1.1" viewBox="0 0 14643 4323" width="14643px" zoomAndPan="magnify"><title>clang-uml class diagram model</title><defs/><g><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacing" textLength="217.2932" x="7206.3099" y="24.9659">clang-uml class diagram model</text><!--class C_0010428199432536647474--><g id="elem_C_0010428199432536647474"><rect codeLine="3" fill="#F0F8FF" height="361.0867" id="C_0010428199432536647474" rx="2.5" ry="2.5" style="stroke:#0000FF;stroke-width:1;stroke-dasharray:1.0,3.0;" width="990.737" x="7453.42" y="3760.6779"/><ellipse cx="7893.0747" cy="3776.6779" fill="#ADD1B2" rx="11" ry="11" style="stroke:#181818;stroke-width:1;"/><path d="M7892.5435,3783.5998 Q7890.7935,3783.5998 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y="3857.7797">addParent(Node *) : void</text><ellipse cx="7464.42" cy="3872.9156" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="79.0997" x="7473.42" y="3876.8476">clear() : void</text><ellipse cx="7464.42" cy="3891.9835" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="964.737" x="7473.42" y="3895.9155">computeCPT(const torch::Tensor &amp; dataset, const std::vector&lt;std::string&gt; &amp; features, const double smoothing, const torch::Tensor &amp; weights) : void</text><ellipse cx="7464.42" cy="3911.0515" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="167.4533" x="7473.42" y="3914.9834">getCPT() : torch::Tensor &amp;</text><ellipse 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font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="170.1833" x="7473.42" y="3991.2551">getNumStates() const : int</text><ellipse cx="7464.42" cy="4006.391" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="237.1871" x="7473.42" y="4010.323">getParents() : std::vector&lt;Node *&gt; &amp;</text><ellipse cx="7464.42" cy="4025.459" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="397.5846" x="7473.42" y="4029.3909">graph(const std::string &amp; clasName) : std::vector&lt;std::string&gt;</text><ellipse cx="7464.42" cy="4044.5269" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="145.2354" x="7473.42" y="4048.4589">minFill() : 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x="6615.35" y="4243.2639">NONE</text><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="66.2477" x="6615.35" y="4262.3318">ORIGINAL</text><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="57.6658" x="6615.35" y="4281.3997">LAPLACE</text><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="56.1538" x="6615.35" y="4300.4676">CESTNIK</text><line style="stroke:#181818;stroke-width:0.5;" x1="6610.35" x2="6791.2274" y1="4308.5696" y2="4308.5696"/></g><!--class C_0009493661199123436603--><g id="elem_C_0009493661199123436603"><rect codeLine="31" fill="#F0F8FF" height="589.9017" id="C_0009493661199123436603" rx="2.5" ry="2.5" style="stroke:#0000FF;stroke-width:1;stroke-dasharray:1.0,3.0;" width="1917.3359" x="7323.12" y="2663.8779"/><ellipse cx="8215.7212" cy="2679.8779" fill="#ADD1B2" rx="11" ry="11" style="stroke:#181818;stroke-width:1;"/><path 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y="2685.3099">bayesnet::Network</text><line style="stroke:#0000FF;stroke-width:0.5;" x1="7324.12" x2="9239.4559" y1="2695.8779" y2="2695.8779"/><ellipse cx="7334.12" cy="2710.9119" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="103.5576" x="7343.12" y="2714.8439">Network() : void</text><ellipse cx="7334.12" cy="2729.9798" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="213.0092" x="7343.12" y="2733.9118">Network(const Network &amp;) : void</text><ellipse cx="7334.12" cy="2749.0477" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="173.3473" x="7343.12" y="2752.9797">~Network() = default : void</text><line 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cx="7334.12" cy="2833.3194" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="1527.9539" x="7343.12" y="2837.2514">fit(const torch::Tensor &amp; samples, const torch::Tensor &amp; weights, const std::vector&lt;std::string&gt; &amp; featureNames, const std::string &amp; className, const std::map&lt;std::string,std::vector&lt;int&gt;&gt; &amp; states, const Smoothing_t smoothing) : void</text><ellipse cx="7334.12" cy="2852.3873" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="1640.4575" x="7343.12" y="2856.3193">fit(const torch::Tensor &amp; X, const torch::Tensor &amp; y, const torch::Tensor &amp; weights, const std::vector&lt;std::string&gt; &amp; featureNames, const std::string &amp; className, const std::map&lt;std::string,std::vector&lt;int&gt;&gt; &amp; states, const Smoothing_t smoothing) : void</text><ellipse cx="7334.12" cy="2871.4552" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="1891.3359" x="7343.12" y="2875.3872">fit(const std::vector&lt;std::vector&lt;int&gt;&gt; &amp; input_data, const std::vector&lt;int&gt; &amp; labels, const std::vector&lt;double&gt; &amp; weights, const std::vector&lt;std::string&gt; &amp; featureNames, const std::string &amp; className, const std::map&lt;std::string,std::vector&lt;int&gt;&gt; &amp; states, const Smoothing_t smoothing) : void</text><ellipse cx="7334.12" cy="2890.5231" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="219.7292" x="7343.12" y="2894.4551">getClassName() const : std::string</text><ellipse cx="7334.12" cy="2909.591" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="203.9092" x="7343.12" y="2913.523">getClassNumStates() const : int</text><ellipse cx="7334.12" cy="2928.659" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="410.8425" x="7343.12" y="2932.5909">getEdges() const : std::vector&lt;std::pair&lt;std::string,std::string&gt;&gt;</text><ellipse cx="7334.12" cy="2947.7269" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="288.5529" x="7343.12" y="2951.6589">getFeatures() const : std::vector&lt;std::string&gt;</text><ellipse cx="7334.12" cy="2966.7948" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="391.9286" x="7343.12" y="2970.7268">getNodes() : std::map&lt;std::string,std::unique_ptr&lt;Node&gt;&gt; &amp;</text><ellipse cx="7334.12" cy="2985.8627" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="169.5393" x="7343.12" y="2989.7947">getNumEdges() const : int</text><ellipse cx="7334.12" cy="3004.9306" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="197.8052" x="7343.12" y="3008.8626">getSamples() : torch::Tensor &amp;</text><ellipse cx="7334.12" cy="3023.9985" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="137.8015" x="7343.12" y="3027.9305">getStates() const : int</text><ellipse cx="7334.12" cy="3043.0665" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="397.6825" x="7343.12" y="3046.9984">graph(const std::string &amp; title) const : std::vector&lt;std::string&gt;</text><ellipse cx="7334.12" cy="3062.1344" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="101.3316" x="7343.12" y="3066.0664">initialize() : void</text><ellipse cx="7334.12" cy="3081.2023" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="408.2524" x="7343.12" y="3085.1343">predict(const std::vector&lt;std::vector&lt;int&gt;&gt; &amp;) : std::vector&lt;int&gt;</text><ellipse cx="7334.12" cy="3100.2702" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="293.7889" x="7343.12" y="3104.2022">predict(const torch::Tensor &amp;) : torch::Tensor</text><ellipse cx="7334.12" cy="3119.3381" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="567.2499" x="7343.12" y="3123.2701">predict_proba(const std::vector&lt;std::vector&lt;int&gt;&gt; &amp;) : std::vector&lt;std::vector&lt;double&gt;&gt;</text><ellipse cx="7334.12" cy="3138.406" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="339.3307" x="7343.12" y="3142.338">predict_proba(const torch::Tensor &amp;) : torch::Tensor</text><ellipse cx="7334.12" cy="3157.474" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text 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y="68.4999">bayesnet::BaseClassifier</text><line style="stroke:#0000FF;stroke-width:0.5;" x1="8782.39" x2="10221.182" y1="79.0679" y2="79.0679"/><ellipse cx="8792.39" cy="94.1019" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="208.0252" x="8801.39" y="98.0339">~BaseClassifier() = default : void</text><line style="stroke:#0000FF;stroke-width:1;stroke-dasharray:1.0,2.0;" x1="8782.39" x2="10221.182" y1="106.1358" y2="106.1358"/><ellipse cx="8792.39" cy="121.1698" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" font-style="italic" lengthAdjust="spacing" textLength="201.9072" x="8801.39" y="125.1018">dump_cpt() const = 0 : std::string</text><ellipse cx="8792.39" cy="140.2377" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" 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cx="10959.14" cy="2499.4448" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="864.2589" x="10968.14" y="2503.3768">mutualInformation(const torch::Tensor &amp; firstFeature, const torch::Tensor &amp; secondFeature, const torch::Tensor &amp; weights) : double</text><polygon fill="#FFFF44" points="10959.14,2513.5127,10963.14,2517.5127,10959.14,2521.5127,10955.14,2517.5127" style="stroke:#B38D22;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="226.2391" x="10968.14" y="2522.4447">pop_first&lt;T&gt;(std::vector&lt;T&gt; &amp; v) : T</text><line style="stroke:#0000FF;stroke-width:0.5;" x1="10949.14" x2="12222.4396" y1="2530.5467" y2="2530.5467"/><polygon fill="transparent" points="10959.14,2540.5806,10963.14,2544.5806,10959.14,2548.5806,10955.14,2544.5806" style="stroke:#B38D22;stroke-width:1;"/><text 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style="stroke:#B38D22;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="243.1091" x="8783.75" y="814.1376">buildDataset(torch::Tensor &amp; y) : void</text><polygon fill="#FFFF44" points="8774.75,824.2735,8778.75,828.2735,8774.75,832.2735,8770.75,828.2735" style="stroke:#B38D22;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" font-style="italic" lengthAdjust="spacing" textLength="320.3467" x="8783.75" y="833.2055">buildModel(const torch::Tensor &amp; weights) = 0 : void</text><polygon fill="#FFFF44" points="8774.75,843.3415,8778.75,847.3415,8774.75,851.3415,8770.75,847.3415" style="stroke:#B38D22;stroke-width:1;"/><text fill="#0000FF" font-family="sans-serif" font-size="14" lengthAdjust="spacing" textLength="177.0153" x="8783.75" y="852.2734">checkFitParameters() : void</text><ellipse cx="8774.75" cy="867.4094" fill="#84BE84" rx="3" ry="3" style="stroke:#038048;stroke-width:1;"/><text 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