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<a href="hmm__model_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> </div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#ifndef MLPACK_METHODS_HMM_HMM_MODEL_HPP</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#define MLPACK_METHODS_HMM_HMM_MODEL_HPP</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> </div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include "<a class="code" href="hmm_8hpp.html">hmm.hpp</a>"</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="gmm_8hpp.html">mlpack/methods/gmm/gmm.hpp</a>></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> </div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="keyword">namespace </span>hmm {</div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> </div><div class="line"><a name="l00016"></a><span class="lineno"><a class="line" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8"> 16</a></span> <span class="keyword">enum</span> <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8">HMMType</a> : <span class="keywordtype">char</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> {</div><div class="line"><a name="l00018"></a><span class="lineno"><a class="line" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df"> 18</a></span>  <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df">DiscreteHMM</a> = 0,</div><div class="line"><a name="l00019"></a><span class="lineno"><a class="line" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a5cb4e07477fdd27a1ebd6fbdfab2ea9f"> 19</a></span>  <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a5cb4e07477fdd27a1ebd6fbdfab2ea9f">GaussianHMM</a>,</div><div class="line"><a name="l00020"></a><span class="lineno"><a class="line" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8aa889d0e415b26b92e90daca617b6c22e"> 20</a></span>  <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8aa889d0e415b26b92e90daca617b6c22e">GaussianMixtureModelHMM</a></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> };</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> </div><div class="line"><a name="l00026"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html"> 26</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html">HMMModel</a></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> {</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00030"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#a396dcf5a4e4015aec2be584cc1a5e296"> 30</a></span>  <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8">HMMType</a> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a396dcf5a4e4015aec2be584cc1a5e296">type</a>;</div><div class="line"><a name="l00032"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#a26a925e0df55cbefff2d8d866cd3b28d"> 32</a></span>  <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<distribution::DiscreteDistribution></a>* <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a26a925e0df55cbefff2d8d866cd3b28d">discreteHMM</a>;</div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#add463d9deb67453349829bcd2541fb8b"> 34</a></span>  <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<distribution::GaussianDistribution></a>* <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#add463d9deb67453349829bcd2541fb8b">gaussianHMM</a>;</div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#a9a68b2be57c3a2439deeef60b92d84d7"> 36</a></span>  <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<gmm::GMM></a>* <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a9a68b2be57c3a2439deeef60b92d84d7">gmmHMM</a>;</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#a5e00c7d074a17652a23b4708e8f7206a"> 40</a></span>  <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a5e00c7d074a17652a23b4708e8f7206a">HMMModel</a>() :</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  type(<a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8">HMMType</a>::<a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df">DiscreteHMM</a>),</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  discreteHMM(new <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM</a><distribution::DiscreteDistribution>()),</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  gaussianHMM(NULL),</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  gmmHMM(NULL)</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  {</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="comment">// Nothing to do.</span></div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  }</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> </div><div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#a1874fb88df6ae6738e1db96382e8d4e6"> 50</a></span>  <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a1874fb88df6ae6738e1db96382e8d4e6">HMMModel</a>(<span class="keyword">const</span> <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8">HMMType</a> type) :</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  type(type),</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  discreteHMM(NULL),</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  gaussianHMM(NULL),</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  gmmHMM(NULL)</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  {</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df">HMMType::DiscreteHMM</a>)</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  discreteHMM = <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<distribution::DiscreteDistribution></a>();</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a5cb4e07477fdd27a1ebd6fbdfab2ea9f">HMMType::GaussianHMM</a>)</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  gaussianHMM = <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<distribution::GaussianDistribution></a>();</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8aa889d0e415b26b92e90daca617b6c22e">HMMType::GaussianMixtureModelHMM</a>)</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  gmmHMM = <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<gmm::GMM></a>();</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  }</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> </div><div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#ae8e9631369e674417771caf13cc7924e"> 65</a></span>  <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#ae8e9631369e674417771caf13cc7924e">HMMModel</a>(<span class="keyword">const</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html">HMMModel</a>& other) :</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  type(other.type),</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  discreteHMM(NULL),</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  gaussianHMM(NULL),</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  gmmHMM(NULL)</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  {</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df">HMMType::DiscreteHMM</a>)</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  discreteHMM =</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<distribution::DiscreteDistribution></a>(*other.<a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a26a925e0df55cbefff2d8d866cd3b28d">discreteHMM</a>);</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a5cb4e07477fdd27a1ebd6fbdfab2ea9f">HMMType::GaussianHMM</a>)</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  gaussianHMM =</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<distribution::GaussianDistribution></a>(*other.<a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#add463d9deb67453349829bcd2541fb8b">gaussianHMM</a>);</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8aa889d0e415b26b92e90daca617b6c22e">HMMType::GaussianMixtureModelHMM</a>)</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  gmmHMM = <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<gmm::GMM></a>(*other.<a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a9a68b2be57c3a2439deeef60b92d84d7">gmmHMM</a>);</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  }</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> </div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#ac31702fa7cbec93a8e1c693786988593"> 82</a></span>  <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#ac31702fa7cbec93a8e1c693786988593">HMMModel</a>(<a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html">HMMModel</a>&& other) :</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  type(other.type),</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  discreteHMM(other.discreteHMM),</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  gaussianHMM(other.gaussianHMM),</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  gmmHMM(other.gmmHMM)</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  {</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  other.type = <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df">HMMType::DiscreteHMM</a>;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  other.discreteHMM = <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<distribution::DiscreteDistribution></a>();</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  other.gaussianHMM = NULL;</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  other.gmmHMM = NULL;</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  }</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> </div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#aaa1594e1622be3a994909f597614a459"> 95</a></span>  <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html">HMMModel</a>& <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#aaa1594e1622be3a994909f597614a459">operator=</a>(<span class="keyword">const</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html">HMMModel</a>& other)</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  {</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="keyword">delete</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a26a925e0df55cbefff2d8d866cd3b28d">discreteHMM</a>;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="keyword">delete</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#add463d9deb67453349829bcd2541fb8b">gaussianHMM</a>;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <span class="keyword">delete</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a9a68b2be57c3a2439deeef60b92d84d7">gmmHMM</a>;</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> </div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  discreteHMM = NULL;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  gaussianHMM = NULL;</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  gmmHMM = NULL;</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> </div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  type = other.<a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a396dcf5a4e4015aec2be584cc1a5e296">type</a>;</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df">HMMType::DiscreteHMM</a>)</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  discreteHMM =</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<distribution::DiscreteDistribution></a>(*other.<a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a26a925e0df55cbefff2d8d866cd3b28d">discreteHMM</a>);</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a5cb4e07477fdd27a1ebd6fbdfab2ea9f">HMMType::GaussianHMM</a>)</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  gaussianHMM =</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<distribution::GaussianDistribution></a>(*other.<a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#add463d9deb67453349829bcd2541fb8b">gaussianHMM</a>);</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8aa889d0e415b26b92e90daca617b6c22e">HMMType::GaussianMixtureModelHMM</a>)</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  gmmHMM = <span class="keyword">new</span> <a class="code" href="classmlpack_1_1hmm_1_1HMM.html">HMM<gmm::GMM></a>(*other.<a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a9a68b2be57c3a2439deeef60b92d84d7">gmmHMM</a>);</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  }</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> </div><div class="line"><a name="l00119"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#aa500e7a3db34152c36dc27ecd550356a"> 119</a></span>  <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#aa500e7a3db34152c36dc27ecd550356a">~HMMModel</a>()</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  {</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  <span class="keyword">delete</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a26a925e0df55cbefff2d8d866cd3b28d">discreteHMM</a>;</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <span class="keyword">delete</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#add463d9deb67453349829bcd2541fb8b">gaussianHMM</a>;</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <span class="keyword">delete</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a9a68b2be57c3a2439deeef60b92d84d7">gmmHMM</a>;</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  }</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> </div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keyword">template</span><<span class="keyword">typename</span> ActionType,</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="keyword">typename</span> ExtraInfoType></div><div class="line"><a name="l00132"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#aae27b5f8a0e7d63c2cd17e61453e270d"> 132</a></span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#aae27b5f8a0e7d63c2cd17e61453e270d">PerformAction</a>(ExtraInfoType* x)</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  {</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df">HMMType::DiscreteHMM</a>)</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  ActionType::Apply(*discreteHMM, x);</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a5cb4e07477fdd27a1ebd6fbdfab2ea9f">HMMType::GaussianHMM</a>)</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  ActionType::Apply(*gaussianHMM, x);</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8aa889d0e415b26b92e90daca617b6c22e">HMMType::GaussianMixtureModelHMM</a>)</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  ActionType::Apply(*gmmHMM, x);</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  }</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> </div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keyword">template</span><<span class="keyword">typename</span> Archive></div><div class="line"><a name="l00144"></a><span class="lineno"><a class="line" href="classmlpack_1_1hmm_1_1HMMModel.html#aa4c60e4f83f66c2d821c3ddc1845d932"> 144</a></span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#aa4c60e4f83f66c2d821c3ddc1845d932">Serialize</a>(Archive& ar, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <span class="comment">/* version */</span>)</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  {</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  ar & <a class="code" href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">data::CreateNVP</a>(type, <span class="stringliteral">"type"</span>);</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> </div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <span class="comment">// If necessary, clean memory.</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <span class="keywordflow">if</span> (Archive::is_loading::value)</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  {</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <span class="keyword">delete</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a26a925e0df55cbefff2d8d866cd3b28d">discreteHMM</a>;</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="keyword">delete</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#add463d9deb67453349829bcd2541fb8b">gaussianHMM</a>;</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="keyword">delete</span> <a class="code" href="classmlpack_1_1hmm_1_1HMMModel.html#a9a68b2be57c3a2439deeef60b92d84d7">gmmHMM</a>;</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> </div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  discreteHMM = NULL;</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  gaussianHMM = NULL;</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  gmmHMM = NULL;</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  }</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> </div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df">HMMType::DiscreteHMM</a>)</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  ar & <a class="code" href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">data::CreateNVP</a>(discreteHMM, <span class="stringliteral">"discreteHMM"</span>);</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a5cb4e07477fdd27a1ebd6fbdfab2ea9f">HMMType::GaussianHMM</a>)</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  ar & <a class="code" href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">data::CreateNVP</a>(gaussianHMM, <span class="stringliteral">"gaussianHMM"</span>);</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (type == <a class="code" href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8aa889d0e415b26b92e90daca617b6c22e">HMMType::GaussianMixtureModelHMM</a>)</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  ar & <a class="code" href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">data::CreateNVP</a>(gmmHMM, <span class="stringliteral">"gmmHMM"</span>);</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  }</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span> };</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span> </div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span> } <span class="comment">// namespace hmm</span></div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> </div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> <span class="preprocessor">#endif</span></div><div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_ac31702fa7cbec93a8e1c693786988593"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#ac31702fa7cbec93a8e1c693786988593">mlpack::hmm::HMMModel::HMMModel</a></div><div class="ttdeci">HMMModel(HMMModel &&other)</div><div class="ttdoc">Take ownership of another model. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00082">hmm_model.hpp:82</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_a396dcf5a4e4015aec2be584cc1a5e296"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#a396dcf5a4e4015aec2be584cc1a5e296">mlpack::hmm::HMMModel::type</a></div><div class="ttdeci">HMMType type</div><div class="ttdoc">The type of the HMM. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00030">hmm_model.hpp:30</a></div></div>
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<div class="ttc" id="namespacemlpack_html"><div class="ttname"><a href="namespacemlpack.html">mlpack</a></div><div class="ttdoc">Linear algebra utility functions, generally performed on matrices or vectors. </div><div class="ttdef"><b>Definition:</b> <a href="binarize_8hpp_source.html#l00018">binarize.hpp:18</a></div></div>
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<div class="ttc" id="namespacemlpack_1_1data_html_a785ee98e0070286ef86eeeea85a74018"><div class="ttname"><a href="namespacemlpack_1_1data.html#a785ee98e0070286ef86eeeea85a74018">mlpack::data::CreateNVP</a></div><div class="ttdeci">FirstShim< T > CreateNVP(T &t, const std::string &name, typename std::enable_if_t< HasSerialize< T >::value > *=0)</div><div class="ttdoc">Call this function to produce a name-value pair; this is similar to BOOST_SERIALIZATION_NVP(), but should be used for types that have a Serialize() function (or contain a type that has a Serialize() function) instead of a serialize() function. </div><div class="ttdef"><b>Definition:</b> <a href="serialization__shim_8hpp_source.html#l00094">serialization_shim.hpp:94</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_ae8e9631369e674417771caf13cc7924e"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#ae8e9631369e674417771caf13cc7924e">mlpack::hmm::HMMModel::HMMModel</a></div><div class="ttdeci">HMMModel(const HMMModel &other)</div><div class="ttdoc">Copy another model. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00065">hmm_model.hpp:65</a></div></div>
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<div class="ttc" id="gmm_8hpp_html"><div class="ttname"><a href="gmm_8hpp.html">gmm.hpp</a></div></div>
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<div class="ttc" id="namespacemlpack_1_1hmm_html_a8a727790f859edd88bd4b7f123798ea8"><div class="ttname"><a href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8">mlpack::hmm::HMMType</a></div><div class="ttdeci">HMMType</div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00016">hmm_model.hpp:16</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_aa500e7a3db34152c36dc27ecd550356a"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#aa500e7a3db34152c36dc27ecd550356a">mlpack::hmm::HMMModel::~HMMModel</a></div><div class="ttdeci">~HMMModel()</div><div class="ttdoc">Clean memory. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00119">hmm_model.hpp:119</a></div></div>
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<div class="ttc" id="namespacemlpack_1_1hmm_html_a8a727790f859edd88bd4b7f123798ea8a5cb4e07477fdd27a1ebd6fbdfab2ea9f"><div class="ttname"><a href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a5cb4e07477fdd27a1ebd6fbdfab2ea9f">mlpack::hmm::GaussianHMM</a></div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00019">hmm_model.hpp:19</a></div></div>
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<div class="ttc" id="namespacemlpack_1_1hmm_html_a8a727790f859edd88bd4b7f123798ea8aa889d0e415b26b92e90daca617b6c22e"><div class="ttname"><a href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8aa889d0e415b26b92e90daca617b6c22e">mlpack::hmm::GaussianMixtureModelHMM</a></div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00020">hmm_model.hpp:20</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMM_html"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMM.html">mlpack::hmm::HMM< distribution::DiscreteDistribution ></a></div></div>
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<div class="ttc" id="namespacemlpack_1_1hmm_html_a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df"><div class="ttname"><a href="namespacemlpack_1_1hmm.html#a8a727790f859edd88bd4b7f123798ea8a0de3c8f99595725153797c9d3559c2df">mlpack::hmm::DiscreteHMM</a></div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00018">hmm_model.hpp:18</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_add463d9deb67453349829bcd2541fb8b"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#add463d9deb67453349829bcd2541fb8b">mlpack::hmm::HMMModel::gaussianHMM</a></div><div class="ttdeci">HMM< distribution::GaussianDistribution > * gaussianHMM</div><div class="ttdoc">Not used if type is not GaussianHMM. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00034">hmm_model.hpp:34</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_a26a925e0df55cbefff2d8d866cd3b28d"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#a26a925e0df55cbefff2d8d866cd3b28d">mlpack::hmm::HMMModel::discreteHMM</a></div><div class="ttdeci">HMM< distribution::DiscreteDistribution > * discreteHMM</div><div class="ttdoc">Not used if type is not DiscreteHMM. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00032">hmm_model.hpp:32</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html">mlpack::hmm::HMMModel</a></div><div class="ttdoc">A serializable HMM model that also stores the type. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00026">hmm_model.hpp:26</a></div></div>
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<div class="ttc" id="hmm_8hpp_html"><div class="ttname"><a href="hmm_8hpp.html">hmm.hpp</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_aa4c60e4f83f66c2d821c3ddc1845d932"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#aa4c60e4f83f66c2d821c3ddc1845d932">mlpack::hmm::HMMModel::Serialize</a></div><div class="ttdeci">void Serialize(Archive &ar, const unsigned int)</div><div class="ttdoc">Serialize the model. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00144">hmm_model.hpp:144</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_a9a68b2be57c3a2439deeef60b92d84d7"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#a9a68b2be57c3a2439deeef60b92d84d7">mlpack::hmm::HMMModel::gmmHMM</a></div><div class="ttdeci">HMM< gmm::GMM > * gmmHMM</div><div class="ttdoc">Not used if type is not GaussianMixtureModelHMM. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00036">hmm_model.hpp:36</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_a5e00c7d074a17652a23b4708e8f7206a"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#a5e00c7d074a17652a23b4708e8f7206a">mlpack::hmm::HMMModel::HMMModel</a></div><div class="ttdeci">HMMModel()</div><div class="ttdoc">Construct an uninitialized model. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00040">hmm_model.hpp:40</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_aae27b5f8a0e7d63c2cd17e61453e270d"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#aae27b5f8a0e7d63c2cd17e61453e270d">mlpack::hmm::HMMModel::PerformAction</a></div><div class="ttdeci">void PerformAction(ExtraInfoType *x)</div><div class="ttdoc">Given a functor type, perform that functor with the optional extra info on the HMM. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00132">hmm_model.hpp:132</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_a1874fb88df6ae6738e1db96382e8d4e6"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#a1874fb88df6ae6738e1db96382e8d4e6">mlpack::hmm::HMMModel::HMMModel</a></div><div class="ttdeci">HMMModel(const HMMType type)</div><div class="ttdoc">Construct a model of the given type. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00050">hmm_model.hpp:50</a></div></div>
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<div class="ttc" id="classmlpack_1_1hmm_1_1HMMModel_html_aaa1594e1622be3a994909f597614a459"><div class="ttname"><a href="classmlpack_1_1hmm_1_1HMMModel.html#aaa1594e1622be3a994909f597614a459">mlpack::hmm::HMMModel::operator=</a></div><div class="ttdeci">HMMModel & operator=(const HMMModel &other)</div><div class="ttdoc">Copy assignment operator. </div><div class="ttdef"><b>Definition:</b> <a href="hmm__model_8hpp_source.html#l00095">hmm_model.hpp:95</a></div></div>
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