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10/15/08 19:11:17 (16 years ago)
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smidl
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  • doc/html/libBM_8h-source.html

    r180 r181  
    2424<a name="l00019"></a>00019 <span class="keyword">using namespace </span>itpp; 
    2525<a name="l00020"></a>00020  
    26 <a name="l00022"></a><a class="code" href="classstr.html">00022</a> <span class="keyword">class </span><a class="code" href="classstr.html" title="Structure of RV (used internally).">str</a>{ 
     26<a name="l00022"></a><a class="code" href="classstr.html">00022</a> <span class="keyword">class </span><a class="code" href="classstr.html" title="Structure of RV (used internally), i.e. expanded RVs.">str</a>{ 
    2727<a name="l00023"></a>00023 <span class="keyword">public</span>: 
    28 <a name="l00024"></a>00024         ivec ids; 
    29 <a name="l00025"></a>00025         ivec times; 
    30 <a name="l00026"></a>00026         <a class="code" href="classstr.html" title="Structure of RV (used internally).">str</a>(ivec ids0, ivec times0):ids(ids0),times(times0){ 
    31 <a name="l00027"></a>00027                 it_assert_debug(times0.length()==ids0.length(),<span class="stringliteral">"Incompatible input"</span>); 
    32 <a name="l00028"></a>00028         }; 
    33 <a name="l00029"></a>00029 }; 
    34 <a name="l00030"></a>00030  
    35 <a name="l00037"></a><a class="code" href="classRV.html">00037</a> <span class="keyword">class </span><a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> { 
    36 <a name="l00038"></a>00038 <span class="keyword">protected</span>: 
    37 <a name="l00040"></a><a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25">00040</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25" title="size = sum of sizes">tsize</a>; 
    38 <a name="l00042"></a><a class="code" href="classRV.html#0d7b36e2bbccf880c8fcf1e8cc43c1a9">00042</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#0d7b36e2bbccf880c8fcf1e8cc43c1a9" title="len = number of individual rvs">len</a>; 
    39 <a name="l00044"></a><a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9">00044</a>         ivec <a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a>; 
    40 <a name="l00046"></a><a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b">00046</a>         ivec <a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a>; 
    41 <a name="l00048"></a><a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89">00048</a>         ivec <a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a>; 
    42 <a name="l00050"></a><a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb">00050</a>         Array&lt;std::string&gt; <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a>; 
    43 <a name="l00051"></a>00051  
    44 <a name="l00052"></a>00052 <span class="keyword">private</span>: 
    45 <a name="l00054"></a>00054         <span class="keywordtype">void</span> init (ivec in_ids, Array&lt;std::string&gt; in_names, ivec in_sizes, ivec in_times ); 
    46 <a name="l00055"></a>00055 <span class="keyword">public</span>: 
    47 <a name="l00057"></a>00057         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ( Array&lt;std::string&gt; in_names, ivec in_sizes, ivec in_times ); 
    48 <a name="l00059"></a>00059         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ( Array&lt;std::string&gt; in_names, ivec in_sizes ); 
    49 <a name="l00061"></a>00061         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ( Array&lt;std::string&gt; in_names ); 
    50 <a name="l00063"></a>00063         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> (); 
    51 <a name="l00064"></a>00064  
    52 <a name="l00066"></a>00066         <span class="keyword">friend</span> std::ostream &amp;<a class="code" href="classRV.html#cad6f15535d10437f6690cb4492176a8" title="Printing output e.g. for debugging.">operator&lt;&lt; </a>( std::ostream &amp;os, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv ); 
     28<a name="l00025"></a><a class="code" href="classstr.html#8c4e7241505999c272eb15e586ba7923">00025</a>         ivec <a class="code" href="classstr.html#8c4e7241505999c272eb15e586ba7923" title="vector id ids (non-unique!)">ids</a>; 
     29<a name="l00027"></a><a class="code" href="classstr.html#a55be419d33638dd0b2de3ecd64a4f27">00027</a>         ivec <a class="code" href="classstr.html#a55be419d33638dd0b2de3ecd64a4f27" title="vector of times">times</a>; 
     30<a name="l00029"></a><a class="code" href="classstr.html#11ba7967bca045fe27fab8e70b6c0598">00029</a>         <a class="code" href="classstr.html#11ba7967bca045fe27fab8e70b6c0598" title="Default constructor.">str</a>(ivec ids0, ivec times0):<a class="code" href="classstr.html#8c4e7241505999c272eb15e586ba7923" title="vector id ids (non-unique!)">ids</a>(ids0),<a class="code" href="classstr.html#a55be419d33638dd0b2de3ecd64a4f27" title="vector of times">times</a>(times0){ 
     31<a name="l00030"></a>00030                 it_assert_debug(times0.length()==ids0.length(),<span class="stringliteral">"Incompatible input"</span>); 
     32<a name="l00031"></a>00031         }; 
     33<a name="l00032"></a>00032 }; 
     34<a name="l00033"></a>00033  
     35<a name="l00040"></a><a class="code" href="classRV.html">00040</a> <span class="keyword">class </span><a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> { 
     36<a name="l00041"></a>00041 <span class="keyword">protected</span>: 
     37<a name="l00043"></a><a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25">00043</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25" title="size = sum of sizes">tsize</a>; 
     38<a name="l00045"></a><a class="code" href="classRV.html#0d7b36e2bbccf880c8fcf1e8cc43c1a9">00045</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#0d7b36e2bbccf880c8fcf1e8cc43c1a9" title="len = number of individual rvs">len</a>; 
     39<a name="l00047"></a><a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9">00047</a>         ivec <a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a>; 
     40<a name="l00049"></a><a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b">00049</a>         ivec <a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a>; 
     41<a name="l00051"></a><a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89">00051</a>         ivec <a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a>; 
     42<a name="l00053"></a><a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb">00053</a>         Array&lt;std::string&gt; <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a>; 
     43<a name="l00054"></a>00054  
     44<a name="l00055"></a>00055 <span class="keyword">private</span>: 
     45<a name="l00057"></a>00057         <span class="keywordtype">void</span> init (ivec in_ids, Array&lt;std::string&gt; in_names, ivec in_sizes, ivec in_times ); 
     46<a name="l00058"></a>00058 <span class="keyword">public</span>: 
     47<a name="l00060"></a>00060         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ( Array&lt;std::string&gt; in_names, ivec in_sizes, ivec in_times ); 
     48<a name="l00062"></a>00062         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ( Array&lt;std::string&gt; in_names, ivec in_sizes ); 
     49<a name="l00064"></a>00064         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ( Array&lt;std::string&gt; in_names ); 
     50<a name="l00066"></a>00066         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> (); 
    5351<a name="l00067"></a>00067  
    54 <a name="l00069"></a><a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0">00069</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return number of scalars in the RV.">count</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25" title="size = sum of sizes">tsize</a>;} ; 
    55 <a name="l00071"></a><a class="code" href="classRV.html#c114a6f3ff06796cc2f4dacba74291eb">00071</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#c114a6f3ff06796cc2f4dacba74291eb" title="Return length (number of entries) of the RV.">length</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classRV.html#0d7b36e2bbccf880c8fcf1e8cc43c1a9" title="len = number of individual rvs">len</a>;} ; 
    56 <a name="l00072"></a>00072  
    57 <a name="l00073"></a>00073         <span class="comment">//TODO why not inline and later??</span> 
    58 <a name="l00074"></a>00074  
    59 <a name="l00076"></a>00076         ivec <a class="code" href="classRV.html#0c493a7a897f4d75682f4264e40779a1" title="Find indexes of self in another rv,.">findself</a> (<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ) <span class="keyword">const</span>; 
    60 <a name="l00078"></a>00078         <span class="keywordtype">bool</span> <a class="code" href="classRV.html#82cc7fa22ce91cf461a522ad62014c65" title="Compare if rv2 is identical to this RV.">equal</a> (<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ) <span class="keyword">const</span>; 
    61 <a name="l00080"></a>00080         <span class="keywordtype">bool</span> <span class="keyword">add</span> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ); 
    62 <a name="l00082"></a>00082         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#b9d175c327c21488b1e2fb756a84e149" title="Subtract another variable from the current one.">subt</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ) <span class="keyword">const</span>; 
    63 <a name="l00084"></a>00084         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#b26d25a122be3303806af7726a625a0f" title="Select only variables at indeces ind.">subselect</a> ( <span class="keyword">const</span> ivec &amp;ind ) <span class="keyword">const</span>; 
    64 <a name="l00086"></a>00086         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#248dfb2387976db2658489347669278c" title="Select only variables at indeces ind.">operator() </a>( <span class="keyword">const</span> ivec &amp;ind ) <span class="keyword">const</span>; 
    65 <a name="l00088"></a>00088         <span class="keywordtype">void</span> <a class="code" href="classRV.html#e0a158d53ab9430627241f844f4c9a60" title="Shift time shifted by delta.">t</a> ( <span class="keywordtype">int</span> delta ); 
    66 <a name="l00090"></a>00090         <a class="code" href="classstr.html" title="Structure of RV (used internally).">str</a> <a class="code" href="classRV.html#52f3ade796814da627ff5a44d00986be" title="generate str from rv, by expanding sizes">tostr</a>() <span class="keyword">const</span>; 
    67 <a name="l00092"></a>00092         ivec <a class="code" href="classRV.html#bb724fa4e2d9ed7bfd0993b5975018a4" title="generate indeces into">dataind</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;crv) <span class="keyword">const</span>; 
    68 <a name="l00093"></a>00093  
    69 <a name="l00095"></a><a class="code" href="classRV.html#b88ef5124713c9e30fd9446846b3f044">00095</a>         Array&lt;std::string&gt;&amp; <a class="code" href="classRV.html#b88ef5124713c9e30fd9446846b3f044" title="access function">_names</a>() {<span class="keywordflow">return</span> <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a>;}; 
     52<a name="l00069"></a>00069         <span class="keyword">friend</span> std::ostream &amp;<a class="code" href="classRV.html#cad6f15535d10437f6690cb4492176a8" title="Printing output e.g. for debugging.">operator&lt;&lt; </a>( std::ostream &amp;os, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv ); 
     53<a name="l00070"></a>00070  
     54<a name="l00072"></a><a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0">00072</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return number of scalars in the RV.">count</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25" title="size = sum of sizes">tsize</a>;} ; 
     55<a name="l00074"></a><a class="code" href="classRV.html#c114a6f3ff06796cc2f4dacba74291eb">00074</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#c114a6f3ff06796cc2f4dacba74291eb" title="Return length (number of entries) of the RV.">length</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classRV.html#0d7b36e2bbccf880c8fcf1e8cc43c1a9" title="len = number of individual rvs">len</a>;} ; 
     56<a name="l00075"></a>00075  
     57<a name="l00076"></a>00076         <span class="comment">//TODO why not inline and later??</span> 
     58<a name="l00077"></a>00077  
     59<a name="l00079"></a>00079         ivec <a class="code" href="classRV.html#0c493a7a897f4d75682f4264e40779a1" title="Find indexes of self in another rv,.">findself</a> (<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ) <span class="keyword">const</span>; 
     60<a name="l00081"></a>00081         <span class="keywordtype">bool</span> <a class="code" href="classRV.html#82cc7fa22ce91cf461a522ad62014c65" title="Compare if rv2 is identical to this RV.">equal</a> (<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ) <span class="keyword">const</span>; 
     61<a name="l00083"></a>00083         <span class="keywordtype">bool</span> <span class="keyword">add</span> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ); 
     62<a name="l00085"></a>00085         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#b9d175c327c21488b1e2fb756a84e149" title="Subtract another variable from the current one.">subt</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ) <span class="keyword">const</span>; 
     63<a name="l00087"></a>00087         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#b26d25a122be3303806af7726a625a0f" title="Select only variables at indeces ind.">subselect</a> ( <span class="keyword">const</span> ivec &amp;ind ) <span class="keyword">const</span>; 
     64<a name="l00089"></a>00089         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#248dfb2387976db2658489347669278c" title="Select only variables at indeces ind.">operator() </a>( <span class="keyword">const</span> ivec &amp;ind ) <span class="keyword">const</span>; 
     65<a name="l00091"></a>00091         <span class="keywordtype">void</span> <a class="code" href="classRV.html#e0a158d53ab9430627241f844f4c9a60" title="Shift time shifted by delta.">t</a> ( <span class="keywordtype">int</span> delta ); 
     66<a name="l00093"></a>00093         <a class="code" href="classstr.html" title="Structure of RV (used internally), i.e. expanded RVs.">str</a> <a class="code" href="classRV.html#52f3ade796814da627ff5a44d00986be" title="generate str from rv, by expanding sizes">tostr</a>() <span class="keyword">const</span>; 
     67<a name="l00095"></a>00095         ivec <a class="code" href="classRV.html#bb724fa4e2d9ed7bfd0993b5975018a4" title="generate indeces into">dataind</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;crv) <span class="keyword">const</span>; 
    7068<a name="l00096"></a>00096  
    71 <a name="l00098"></a><a class="code" href="classRV.html#4a0069bc69f5a98d7ce9ed59077f2e6c">00098</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#4a0069bc69f5a98d7ce9ed59077f2e6c" title="access function">id</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a> ( at );}; 
    72 <a name="l00100"></a><a class="code" href="classRV.html#20db23a5585d64a6e24404cc8379bc28">00100</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#20db23a5585d64a6e24404cc8379bc28" title="access function">size</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a> ( at );}; 
    73 <a name="l00102"></a><a class="code" href="classRV.html#af068cf478864fe1a4fbfc6b4693b088">00102</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#af068cf478864fe1a4fbfc6b4693b088" title="access function">time</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a> ( at );}; 
    74 <a name="l00104"></a><a class="code" href="classRV.html#3ae4dd6e368f814a02710636ac8e1721">00104</a>         std::string <a class="code" href="classRV.html#3ae4dd6e368f814a02710636ac8e1721" title="access function">name</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a> ( at );}; 
    75 <a name="l00105"></a>00105          
    76 <a name="l00107"></a><a class="code" href="classRV.html#f58db96c9f5b8a538e26f154b1047c62">00107</a>         <span class="keywordtype">void</span> <a class="code" href="classRV.html#f58db96c9f5b8a538e26f154b1047c62" title="access function">set_id</a> ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> id0 ) {<a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a> ( at )=id0;}; 
    77 <a name="l00109"></a><a class="code" href="classRV.html#70b24c39c5130b1e4753fa2eef495433">00109</a>         <span class="keywordtype">void</span> <a class="code" href="classRV.html#70b24c39c5130b1e4753fa2eef495433" title="access function">set_size</a> ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> size0 ) {<a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a> ( at )=size0; <a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25" title="size = sum of sizes">tsize</a>=sum(<a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a>);}; 
    78 <a name="l00111"></a><a class="code" href="classRV.html#af668289c016d12ac2a9ddb85416006b">00111</a>         <span class="keywordtype">void</span> <a class="code" href="classRV.html#af668289c016d12ac2a9ddb85416006b" title="access function">set_time</a> ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> time0 ) {<a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a> ( at )=time0;}; 
    79 <a name="l00112"></a>00112  
    80 <a name="l00114"></a>00114         <span class="keywordtype">void</span> <a class="code" href="classRV.html#fc4a3175ff678cba7ae4109654f66ce5" title="Assign unused ids to this rv.">newids</a>(); 
    81 <a name="l00115"></a>00115 }; 
    82 <a name="l00116"></a>00116  
    83 <a name="l00118"></a>00118 <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> concat ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv1, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ); 
     69<a name="l00098"></a><a class="code" href="classRV.html#b88ef5124713c9e30fd9446846b3f044">00098</a>         Array&lt;std::string&gt;&amp; <a class="code" href="classRV.html#b88ef5124713c9e30fd9446846b3f044" title="access function">_names</a>() {<span class="keywordflow">return</span> <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a>;}; 
     70<a name="l00099"></a>00099  
     71<a name="l00101"></a><a class="code" href="classRV.html#4a0069bc69f5a98d7ce9ed59077f2e6c">00101</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#4a0069bc69f5a98d7ce9ed59077f2e6c" title="access function">id</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a> ( at );}; 
     72<a name="l00103"></a><a class="code" href="classRV.html#20db23a5585d64a6e24404cc8379bc28">00103</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#20db23a5585d64a6e24404cc8379bc28" title="access function">size</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a> ( at );}; 
     73<a name="l00105"></a><a class="code" href="classRV.html#af068cf478864fe1a4fbfc6b4693b088">00105</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#af068cf478864fe1a4fbfc6b4693b088" title="access function">time</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a> ( at );}; 
     74<a name="l00107"></a><a class="code" href="classRV.html#3ae4dd6e368f814a02710636ac8e1721">00107</a>         std::string <a class="code" href="classRV.html#3ae4dd6e368f814a02710636ac8e1721" title="access function">name</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a> ( at );}; 
     75<a name="l00108"></a>00108          
     76<a name="l00110"></a><a class="code" href="classRV.html#f58db96c9f5b8a538e26f154b1047c62">00110</a>         <span class="keywordtype">void</span> <a class="code" href="classRV.html#f58db96c9f5b8a538e26f154b1047c62" title="access function">set_id</a> ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> id0 ) {<a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a> ( at )=id0;}; 
     77<a name="l00112"></a><a class="code" href="classRV.html#70b24c39c5130b1e4753fa2eef495433">00112</a>         <span class="keywordtype">void</span> <a class="code" href="classRV.html#70b24c39c5130b1e4753fa2eef495433" title="access function">set_size</a> ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> size0 ) {<a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a> ( at )=size0; <a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25" title="size = sum of sizes">tsize</a>=sum(<a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a>);}; 
     78<a name="l00114"></a><a class="code" href="classRV.html#af668289c016d12ac2a9ddb85416006b">00114</a>         <span class="keywordtype">void</span> <a class="code" href="classRV.html#af668289c016d12ac2a9ddb85416006b" title="access function">set_time</a> ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> time0 ) {<a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a> ( at )=time0;}; 
     79<a name="l00115"></a>00115  
     80<a name="l00117"></a>00117         <span class="keywordtype">void</span> <a class="code" href="classRV.html#fc4a3175ff678cba7ae4109654f66ce5" title="Assign unused ids to this rv.">newids</a>(); 
     81<a name="l00118"></a>00118 }; 
    8482<a name="l00119"></a>00119  
    85 <a name="l00120"></a>00120  
     83<a name="l00121"></a>00121 <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> concat ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv1, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ); 
    8684<a name="l00122"></a>00122  
    87 <a name="l00123"></a><a class="code" href="classfnc.html">00123</a> <span class="keyword">class </span><a class="code" href="classfnc.html" title="Class representing function  of variable  represented by rv.">fnc</a> { 
    88 <a name="l00124"></a>00124 <span class="keyword">protected</span>: 
    89 <a name="l00126"></a><a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9">00126</a>         <span class="keywordtype">int</span> <a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a>; 
    90 <a name="l00127"></a>00127 <span class="keyword">public</span>: 
    91 <a name="l00129"></a><a class="code" href="classfnc.html#8a1da32233c3006a4239cf601c413538">00129</a>         <a class="code" href="classfnc.html#8a1da32233c3006a4239cf601c413538" title="default constructor">fnc</a> ( <span class="keywordtype">int</span> dy ) :<a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a> ( dy ) {}; 
    92 <a name="l00131"></a><a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c">00131</a>         <span class="keyword">virtual</span> vec <a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c" title="function evaluates numerical value of  at  cond ">eval</a> ( <span class="keyword">const</span> vec &amp;cond ) { 
    93 <a name="l00132"></a>00132                 <span class="keywordflow">return</span> vec ( 0 ); 
    94 <a name="l00133"></a>00133         }; 
    95 <a name="l00134"></a>00134  
    96 <a name="l00136"></a><a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298">00136</a>         <span class="keywordtype">int</span> <a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298" title="access function">_dimy</a>()<span class="keyword"> const</span>{<span class="keywordflow">return</span> <a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a>;} 
     85<a name="l00123"></a>00123  
     86<a name="l00125"></a>00125  
     87<a name="l00126"></a><a class="code" href="classfnc.html">00126</a> <span class="keyword">class </span><a class="code" href="classfnc.html" title="Class representing function  of variable  represented by rv.">fnc</a> { 
     88<a name="l00127"></a>00127 <span class="keyword">protected</span>: 
     89<a name="l00129"></a><a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9">00129</a>         <span class="keywordtype">int</span> <a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a>; 
     90<a name="l00130"></a>00130 <span class="keyword">public</span>: 
     91<a name="l00132"></a><a class="code" href="classfnc.html#8a1da32233c3006a4239cf601c413538">00132</a>         <a class="code" href="classfnc.html#8a1da32233c3006a4239cf601c413538" title="default constructor">fnc</a> ( <span class="keywordtype">int</span> dy ) :<a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a> ( dy ) {}; 
     92<a name="l00134"></a><a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c">00134</a>         <span class="keyword">virtual</span> vec <a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c" title="function evaluates numerical value of  at  cond ">eval</a> ( <span class="keyword">const</span> vec &amp;cond ) { 
     93<a name="l00135"></a>00135                 <span class="keywordflow">return</span> vec ( 0 ); 
     94<a name="l00136"></a>00136         }; 
    9795<a name="l00137"></a>00137  
    98 <a name="l00139"></a><a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab">00139</a>         <span class="keyword">virtual</span> <a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab" title="Destructor for future use;.">~fnc</a>() {}; 
    99 <a name="l00140"></a>00140 }; 
    100 <a name="l00141"></a>00141  
    101 <a name="l00142"></a>00142  
     96<a name="l00139"></a><a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298">00139</a>         <span class="keywordtype">int</span> <a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298" title="access function">_dimy</a>()<span class="keyword"> const</span>{<span class="keywordflow">return</span> <a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a>;} 
     97<a name="l00140"></a>00140  
     98<a name="l00142"></a><a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab">00142</a>         <span class="keyword">virtual</span> <a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab" title="Destructor for future use;.">~fnc</a>() {}; 
     99<a name="l00143"></a>00143 }; 
    102100<a name="l00144"></a>00144  
    103 <a name="l00145"></a><a class="code" href="classepdf.html">00145</a> <span class="keyword">class </span><a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> { 
    104 <a name="l00146"></a>00146 <span class="keyword">protected</span>: 
    105 <a name="l00148"></a><a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9">00148</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>; 
    106 <a name="l00149"></a>00149 <span class="keyword">public</span>: 
    107 <a name="l00151"></a><a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd">00151</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a>() :<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> ( ) {}; 
    108 <a name="l00152"></a>00152  
    109 <a name="l00154"></a><a class="code" href="classepdf.html#c95b1a27a8dd9507bb9a5a3cb2809c7a">00154</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0 ) :<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> ( rv0 ) {}; 
    110 <a name="l00155"></a>00155  
    111 <a name="l00156"></a>00156 <span class="comment">//      //! Returns the required moment of the epdf</span> 
    112 <a name="l00157"></a>00157 <span class="comment">//      virtual vec moment ( const int order = 1 );</span> 
    113 <a name="l00158"></a>00158         
    114 <a name="l00160"></a>00160         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns a sample,  from density .">sample</a> () <span class="keyword">const</span> =0; 
    115 <a name="l00162"></a>00162         <span class="keyword">virtual</span> mat <a class="code" href="classepdf.html#54d7dd53a641b618771cd9bee135181f" title="Returns N samples from density .">sampleN</a> ( <span class="keywordtype">int</span> N ) <span class="keyword">const</span>; 
    116 <a name="l00164"></a><a class="code" href="classepdf.html#3ea597362e11a0040fe7c990269d072c">00164</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classepdf.html#3ea597362e11a0040fe7c990269d072c" title="Compute probability of argument val.">eval</a> ( <span class="keyword">const</span> vec &amp;val )<span class="keyword"> const </span>{<span class="keywordflow">return</span> exp ( this-&gt;<a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a> ( val ) );}; 
    117 <a name="l00165"></a>00165  
    118 <a name="l00167"></a>00167         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a> ( <span class="keyword">const</span> vec &amp;val ) <span class="keyword">const</span> =0; 
    119 <a name="l00168"></a>00168  
    120 <a name="l00170"></a><a class="code" href="classepdf.html#cebbdd7a85e6328f7358fc0ba8eee06c">00170</a>         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#cebbdd7a85e6328f7358fc0ba8eee06c" title="Compute log-probability of multiple values argument val.">evalpdflog_m</a> ( <span class="keyword">const</span> mat &amp;Val )<span class="keyword"> const </span>{ 
    121 <a name="l00171"></a>00171                 vec x ( Val.cols() ); 
    122 <a name="l00172"></a>00172                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;Val.cols();i++ ) {x ( i ) =<a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a>( Val.get_col(i) ) ;} 
    123 <a name="l00173"></a>00173                 <span class="keywordflow">return</span> x; 
    124 <a name="l00174"></a>00174         } 
    125 <a name="l00175"></a>00175  
    126 <a name="l00177"></a>00177         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#bf0a070a8f3e67a93604ca724638b870" title="return expected value">mean</a>() <span class="keyword">const</span> =0; 
    127 <a name="l00178"></a>00178  
    128 <a name="l00180"></a><a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396">00180</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396" title="Destructor for future use;.">~epdf</a>() {}; 
    129 <a name="l00182"></a><a class="code" href="classepdf.html#ca0d32aabb4cbba347e0c37fe8607562">00182</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>&amp; <a class="code" href="classepdf.html#ca0d32aabb4cbba347e0c37fe8607562" title="access function, possibly dangerous!">_rv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>;} 
    130 <a name="l00184"></a><a class="code" href="classepdf.html#7fb94ce90d1ac7077d29f7d6a6c3e0a5">00184</a>         <span class="keywordtype">void</span> <a class="code" href="classepdf.html#7fb94ce90d1ac7077d29f7d6a6c3e0a5" title="modifier function - useful when copying epdfs">_renewrv</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;in_rv){<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>=in_rv;} 
    131 <a name="l00185"></a>00185 }; 
     101<a name="l00145"></a>00145 <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>; 
     102<a name="l00146"></a>00146  
     103<a name="l00148"></a>00148  
     104<a name="l00149"></a><a class="code" href="classepdf.html">00149</a> <span class="keyword">class </span><a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> { 
     105<a name="l00150"></a>00150 <span class="keyword">protected</span>: 
     106<a name="l00152"></a><a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9">00152</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>; 
     107<a name="l00153"></a>00153 <span class="keyword">public</span>: 
     108<a name="l00155"></a><a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd">00155</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a>() :<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> ( ) {}; 
     109<a name="l00156"></a>00156  
     110<a name="l00158"></a><a class="code" href="classepdf.html#c95b1a27a8dd9507bb9a5a3cb2809c7a">00158</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0 ) :<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> ( rv0 ) {}; 
     111<a name="l00159"></a>00159  
     112<a name="l00160"></a>00160 <span class="comment">//      //! Returns the required moment of the epdf</span> 
     113<a name="l00161"></a>00161 <span class="comment">//      virtual vec moment ( const int order = 1 );</span> 
     114<a name="l00162"></a>00162          
     115<a name="l00164"></a>00164         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns a sample,  from density .">sample</a> () <span class="keyword">const</span> =0; 
     116<a name="l00166"></a>00166         <span class="keyword">virtual</span> mat <a class="code" href="classepdf.html#54d7dd53a641b618771cd9bee135181f" title="Returns N samples from density .">sampleN</a> ( <span class="keywordtype">int</span> N ) <span class="keyword">const</span>; 
     117<a name="l00168"></a><a class="code" href="classepdf.html#3ea597362e11a0040fe7c990269d072c">00168</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classepdf.html#3ea597362e11a0040fe7c990269d072c" title="Compute probability of argument val.">eval</a> ( <span class="keyword">const</span> vec &amp;val )<span class="keyword"> const </span>{<span class="keywordflow">return</span> exp ( this-&gt;<a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a> ( val ) );}; 
     118<a name="l00169"></a>00169  
     119<a name="l00171"></a>00171         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a> ( <span class="keyword">const</span> vec &amp;val ) <span class="keyword">const</span> =0; 
     120<a name="l00172"></a>00172  
     121<a name="l00174"></a><a class="code" href="classepdf.html#cebbdd7a85e6328f7358fc0ba8eee06c">00174</a>         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#cebbdd7a85e6328f7358fc0ba8eee06c" title="Compute log-probability of multiple values argument val.">evalpdflog_m</a> ( <span class="keyword">const</span> mat &amp;Val )<span class="keyword"> const </span>{ 
     122<a name="l00175"></a>00175                 vec x ( Val.cols() ); 
     123<a name="l00176"></a>00176                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;Val.cols();i++ ) {x ( i ) =<a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a>( Val.get_col(i) ) ;} 
     124<a name="l00177"></a>00177                 <span class="keywordflow">return</span> x; 
     125<a name="l00178"></a>00178         } 
     126<a name="l00180"></a><a class="code" href="classepdf.html#3ba08c0e788deff22134c049b9269666">00180</a>         <a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>* <a class="code" href="classepdf.html#3ba08c0e788deff22134c049b9269666" title="Return conditional density on the given RV, the remaining rvs will be in conditioning...">condition</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>){it_warning(<span class="stringliteral">"Not implemented"</span>); <span class="keywordflow">return</span> NULL;} 
     127<a name="l00182"></a><a class="code" href="classepdf.html#bc0c171b6dafacd78d26263913b1d0c0">00182</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classepdf.html#bc0c171b6dafacd78d26263913b1d0c0" title="Return marginal density on the given RV, the remainig rvs are intergrated out.">marginal</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>){it_warning(<span class="stringliteral">"Not implemented"</span>); <span class="keywordflow">return</span> NULL;} 
     128<a name="l00183"></a>00183  
     129<a name="l00185"></a>00185         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#bf0a070a8f3e67a93604ca724638b870" title="return expected value">mean</a>() <span class="keyword">const</span> =0; 
    132130<a name="l00186"></a>00186  
    133 <a name="l00187"></a>00187  
    134 <a name="l00189"></a>00189 <span class="comment">//TODO Samplecond can be generalized</span> 
    135 <a name="l00190"></a>00190  
    136 <a name="l00191"></a><a class="code" href="classmpdf.html">00191</a> <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> { 
    137 <a name="l00192"></a>00192 <span class="keyword">protected</span>: 
    138 <a name="l00194"></a><a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb">00194</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>; 
    139 <a name="l00196"></a><a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab">00196</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a>; 
    140 <a name="l00198"></a><a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c">00198</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>; 
    141 <a name="l00199"></a>00199 <span class="keyword">public</span>: 
    142 <a name="l00200"></a>00200  
    143 <a name="l00202"></a>00202 <span class="comment">//      virtual fnc moment ( const int order = 1 );</span> 
    144 <a name="l00204"></a><a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b">00204</a> <span class="comment"></span>        <span class="keyword">virtual</span> vec <a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b" title="Returns the required moment of the epdf.">samplecond</a> (<span class="keyword">const</span> vec &amp;cond, <span class="keywordtype">double</span> &amp;ll ) {this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond ); 
    145 <a name="l00205"></a>00205         vec temp= <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns a sample,  from density .">sample</a>(); 
    146 <a name="l00206"></a>00206         ll=<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a> ( temp );<span class="keywordflow">return</span> temp;}; 
    147 <a name="l00208"></a><a class="code" href="classmpdf.html#0e37163660f93df2a4d723cedb1da89c">00208</a>         <span class="keyword">virtual</span> mat <a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b" title="Returns the required moment of the epdf.">samplecond</a> (<span class="keyword">const</span> vec &amp;cond, vec &amp;ll, <span class="keywordtype">int</span> N ) { 
    148 <a name="l00209"></a>00209                 this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond ); 
    149 <a name="l00210"></a>00210                 mat temp ( <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>.<a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return number of scalars in the RV.">count</a>(),N ); vec smp ( <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>.<a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return number of scalars in the RV.">count</a>() );  
    150 <a name="l00211"></a>00211                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;N;i++ ) {smp=<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns a sample,  from density .">sample</a>() ;temp.set_col ( i, smp );ll ( i ) =<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a> ( smp );} 
    151 <a name="l00212"></a>00212                 <span class="keywordflow">return</span> temp; 
    152 <a name="l00213"></a>00213         }; 
    153 <a name="l00215"></a><a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83">00215</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( <span class="keyword">const</span> vec &amp;cond ) {}; 
    154 <a name="l00216"></a>00216  
    155 <a name="l00218"></a><a class="code" href="classmpdf.html#80b738ece5bd4f8c4edaee4b38906f91">00218</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classmpdf.html#80b738ece5bd4f8c4edaee4b38906f91" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evalcond</a> ( <span class="keyword">const</span> vec &amp;dt, <span class="keyword">const</span> vec &amp;cond ) {this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond );<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#3ea597362e11a0040fe7c990269d072c" title="Compute probability of argument val.">eval</a> ( dt );}; 
    156 <a name="l00219"></a>00219  
    157 <a name="l00221"></a><a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb">00221</a>         <span class="keyword">virtual</span> <a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb" title="Destructor for future use;.">~mpdf</a>() {}; 
    158 <a name="l00222"></a>00222  
    159 <a name="l00224"></a><a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f">00224</a>         <a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f" title="Default constructor.">mpdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc0 ) :<a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a> ( rv0 ),<a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a> ( rvc0 ) {}; 
    160 <a name="l00226"></a><a class="code" href="classmpdf.html#ec9c850305984582548e8deb64f0ffe8">00226</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#ec9c850305984582548e8deb64f0ffe8" title="access function">_rvc</a>() {<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a>;} 
    161 <a name="l00228"></a><a class="code" href="classmpdf.html#1e71ad4c66d5884c82d4a3b06b42fe32">00228</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#1e71ad4c66d5884c82d4a3b06b42fe32" title="access function">_rv</a>() {<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>;} 
    162 <a name="l00230"></a><a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8">00230</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>&amp; <a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8" title="access function">_epdf</a>() {<span class="keywordflow">return</span> *<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>;} 
    163 <a name="l00231"></a>00231 }; 
    164 <a name="l00232"></a>00232  
    165 <a name="l00237"></a><a class="code" href="classmepdf.html">00237</a> <span class="keyword">class </span><a class="code" href="classmepdf.html" title="Unconditional mpdf, allows using epdf in the role of mpdf.">mepdf</a> : <span class="keyword">public</span> <a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> { 
    166 <a name="l00238"></a>00238 <span class="keyword">public</span>: 
    167 <a name="l00240"></a><a class="code" href="classmepdf.html#7ab1c50f0aa16230117436dee500f2e0">00240</a>         <a class="code" href="classmepdf.html#7ab1c50f0aa16230117436dee500f2e0" title="Default constructor.">mepdf</a> (<a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> &amp;em ) :<a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> ( em.<a class="code" href="classmpdf.html#1e71ad4c66d5884c82d4a3b06b42fe32" title="access function">_rv</a>(),<a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>() ) {<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>=&amp;em;}; 
    168 <a name="l00241"></a>00241 }; 
    169 <a name="l00242"></a>00242  
    170 <a name="l00244"></a><a class="code" href="classcompositepdf.html">00244</a> <span class="keyword">class </span><a class="code" href="classcompositepdf.html" title="Abstract composition of pdfs, a base for specific classes.">compositepdf</a>{ 
    171 <a name="l00245"></a>00245         <span class="keyword">protected</span>: 
    172 <a name="l00247"></a><a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f">00247</a>                 <span class="keywordtype">int</span> <a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>; 
    173 <a name="l00249"></a><a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d">00249</a>                 Array&lt;mpdf*&gt; <a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d" title="Elements of composition.">mpdfs</a>; 
    174 <a name="l00251"></a><a class="code" href="classcompositepdf.html#4d4a8269f9faefeca8cdc251a5a29a7f">00251</a>                 Array&lt;ivec&gt; <a class="code" href="classcompositepdf.html#4d4a8269f9faefeca8cdc251a5a29a7f" title="Indeces of rvs in common rv.">rvsinrv</a>; 
    175 <a name="l00253"></a><a class="code" href="classcompositepdf.html#3df07bb5e3ed36a3119b145043296676">00253</a>                 Array&lt;ivec&gt; <a class="code" href="classcompositepdf.html#3df07bb5e3ed36a3119b145043296676" title="Indeces of rvc in common rv.">rvcsinrv</a>; 
    176 <a name="l00254"></a>00254         <span class="keyword">public</span>: 
    177 <a name="l00255"></a>00255                 <a class="code" href="classcompositepdf.html" title="Abstract composition of pdfs, a base for specific classes.">compositepdf</a>(Array&lt;mpdf*&gt; A0): <a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>(A0.length()), <a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d" title="Elements of composition.">mpdfs</a>(A0), <a class="code" href="classcompositepdf.html#4d4a8269f9faefeca8cdc251a5a29a7f" title="Indeces of rvs in common rv.">rvsinrv</a>(<a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>), <a class="code" href="classcompositepdf.html#3df07bb5e3ed36a3119b145043296676" title="Indeces of rvc in common rv.">rvcsinrv</a>(<a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>){}; 
    178 <a name="l00256"></a>00256                 <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> getrv(<span class="keywordtype">bool</span> checkoverlap=<span class="keyword">false</span>); 
    179 <a name="l00257"></a>00257                 <span class="keywordtype">void</span> setrvc(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv, <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc); 
    180 <a name="l00258"></a>00258                 <span class="keywordtype">void</span> setindices(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv); 
    181 <a name="l00259"></a>00259                 <span class="keywordtype">void</span> setrvcinrv(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc, Array&lt;ivec&gt; &amp;rvcind); 
    182 <a name="l00260"></a>00260 }; 
    183 <a name="l00261"></a>00261  
    184 <a name="l00269"></a><a class="code" href="classDS.html">00269</a> <span class="keyword">class </span><a class="code" href="classDS.html" title="Abstract class for discrete-time sources of data.">DS</a> { 
    185 <a name="l00270"></a>00270 <span class="keyword">protected</span>: 
    186 <a name="l00272"></a><a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454">00272</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454" title="Observed variables, returned by getdata().">Drv</a>; 
    187 <a name="l00274"></a><a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629">00274</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629" title="Action variables, accepted by write().">Urv</a>; <span class="comment">//</span> 
    188 <a name="l00275"></a>00275 <span class="keyword">public</span>: 
    189 <a name="l00277"></a>00277         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &amp;dt ); 
    190 <a name="l00279"></a>00279         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &amp;dt, ivec &amp;indeces ); 
    191 <a name="l00281"></a>00281         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &amp;ut ); 
    192 <a name="l00283"></a>00283         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &amp;ut, ivec &amp;indeces ); 
    193 <a name="l00289"></a>00289         <span class="keywordtype">void</span> <a class="code" href="classDS.html#9a35ca9c9321dce2bf63bf668f785b75" title="Method that assigns random variables to the datasource. Typically, the datasource...">linkrvs</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;drv, <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;urv ); 
    194 <a name="l00290"></a>00290  
    195 <a name="l00292"></a>00292         <span class="keywordtype">void</span> <a class="code" href="classDS.html#470ba89e8e7c3c4d830803221b4e9be6" title="Moves from  to , i.e. perfroms the actions and reads response of the system.">step</a>(); 
    196 <a name="l00293"></a>00293  
    197 <a name="l00294"></a>00294 }; 
    198 <a name="l00295"></a>00295  
    199 <a name="l00300"></a><a class="code" href="classBM.html">00300</a> <span class="keyword">class </span><a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a> { 
    200 <a name="l00301"></a>00301 <span class="keyword">protected</span>: 
    201 <a name="l00303"></a><a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88">00303</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>; 
    202 <a name="l00305"></a><a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979">00305</a>         <span class="keywordtype">double</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>; 
    203 <a name="l00307"></a><a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129">00307</a>         <span class="keywordtype">bool</span> <a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>; 
    204 <a name="l00308"></a>00308 <span class="keyword">public</span>: 
    205 <a name="l00309"></a>00309  
    206 <a name="l00311"></a><a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e">00311</a>         <a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e" title="Default constructor.">BM</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0, <span class="keywordtype">double</span> ll0=0,<span class="keywordtype">bool</span> evalll0=<span class="keyword">true</span> ) :<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a> ( rv0 ), <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a> ( ll0 ),<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ( evalll0) {<span class="comment">//Fixme: test rv</span> 
    207 <a name="l00312"></a>00312         }; 
    208 <a name="l00314"></a><a class="code" href="classBM.html#e8fc5fae042f2b46d4d3827f9587d47d">00314</a>         <a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e" title="Default constructor.">BM</a> (<span class="keyword">const</span> <a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a> &amp;B) : <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>(B.<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>), <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>(B.<a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>), <a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>(B.<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>) {} 
    209 <a name="l00315"></a>00315  
    210 <a name="l00319"></a>00319         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBM.html#a892eff438aab2dd1a9e2efcb7fb5bdf" title="Incremental Bayes rule.">bayes</a> ( <span class="keyword">const</span> vec &amp;dt ) = 0; 
    211 <a name="l00321"></a>00321         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBM.html#0186270f75189677f390fe088a9947e9" title="Batch Bayes rule (columns of Dt are observations).">bayesB</a> (<span class="keyword">const</span> mat &amp;Dt ); 
    212 <a name="l00323"></a>00323         <span class="keyword">virtual</span> <span class="keyword">const</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>&amp; <a class="code" href="classBM.html#8554809fec160bee279bcd5fa14ead5c" title="Returns a pointer to the epdf representing posterior density on parameters. Use with...">_epdf</a>() <span class="keyword">const</span> =0; 
     131<a name="l00188"></a><a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396">00188</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396" title="Destructor for future use;.">~epdf</a>() {}; 
     132<a name="l00190"></a><a class="code" href="classepdf.html#ca0d32aabb4cbba347e0c37fe8607562">00190</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>&amp; <a class="code" href="classepdf.html#ca0d32aabb4cbba347e0c37fe8607562" title="access function, possibly dangerous!">_rv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>;} 
     133<a name="l00192"></a><a class="code" href="classepdf.html#7fb94ce90d1ac7077d29f7d6a6c3e0a5">00192</a>         <span class="keywordtype">void</span> <a class="code" href="classepdf.html#7fb94ce90d1ac7077d29f7d6a6c3e0a5" title="modifier function - useful when copying epdfs">_renewrv</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;in_rv){<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>=in_rv;} 
     134<a name="l00194"></a>00194 }; 
     135<a name="l00195"></a>00195  
     136<a name="l00196"></a>00196  
     137<a name="l00198"></a>00198 <span class="comment">//TODO Samplecond can be generalized</span> 
     138<a name="l00199"></a>00199  
     139<a name="l00200"></a><a class="code" href="classmpdf.html">00200</a> <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> { 
     140<a name="l00201"></a>00201 <span class="keyword">protected</span>: 
     141<a name="l00203"></a><a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb">00203</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>; 
     142<a name="l00205"></a><a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab">00205</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a>; 
     143<a name="l00207"></a><a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c">00207</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>; 
     144<a name="l00208"></a>00208 <span class="keyword">public</span>: 
     145<a name="l00209"></a>00209  
     146<a name="l00211"></a>00211 <span class="comment">//      virtual fnc moment ( const int order = 1 );</span> 
     147<a name="l00213"></a><a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b">00213</a> <span class="comment"></span>        <span class="keyword">virtual</span> vec <a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b" title="Returns the required moment of the epdf.">samplecond</a> (<span class="keyword">const</span> vec &amp;cond, <span class="keywordtype">double</span> &amp;ll ) {this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond ); 
     148<a name="l00214"></a>00214         vec temp= <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns a sample,  from density .">sample</a>(); 
     149<a name="l00215"></a>00215         ll=<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a> ( temp );<span class="keywordflow">return</span> temp;}; 
     150<a name="l00217"></a><a class="code" href="classmpdf.html#0e37163660f93df2a4d723cedb1da89c">00217</a>         <span class="keyword">virtual</span> mat <a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b" title="Returns the required moment of the epdf.">samplecond</a> (<span class="keyword">const</span> vec &amp;cond, vec &amp;ll, <span class="keywordtype">int</span> N ) { 
     151<a name="l00218"></a>00218                 this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond ); 
     152<a name="l00219"></a>00219                 mat temp ( <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>.<a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return number of scalars in the RV.">count</a>(),N ); vec smp ( <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>.<a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return number of scalars in the RV.">count</a>() );  
     153<a name="l00220"></a>00220                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;N;i++ ) {smp=<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns a sample,  from density .">sample</a>() ;temp.set_col ( i, smp );ll ( i ) =<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a> ( smp );} 
     154<a name="l00221"></a>00221                 <span class="keywordflow">return</span> temp; 
     155<a name="l00222"></a>00222         }; 
     156<a name="l00224"></a><a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83">00224</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( <span class="keyword">const</span> vec &amp;cond ) {it_error(<span class="stringliteral">"Not implemented"</span>);}; 
     157<a name="l00225"></a>00225  
     158<a name="l00227"></a><a class="code" href="classmpdf.html#80b738ece5bd4f8c4edaee4b38906f91">00227</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classmpdf.html#80b738ece5bd4f8c4edaee4b38906f91" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evalcond</a> ( <span class="keyword">const</span> vec &amp;dt, <span class="keyword">const</span> vec &amp;cond ) {this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond );<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#3ea597362e11a0040fe7c990269d072c" title="Compute probability of argument val.">eval</a> ( dt );}; 
     159<a name="l00228"></a>00228  
     160<a name="l00230"></a><a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb">00230</a>         <span class="keyword">virtual</span> <a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb" title="Destructor for future use;.">~mpdf</a>() {}; 
     161<a name="l00231"></a>00231  
     162<a name="l00233"></a><a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f">00233</a>         <a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f" title="Default constructor.">mpdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc0 ) :<a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a> ( rv0 ),<a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a> ( rvc0 ) {}; 
     163<a name="l00235"></a><a class="code" href="classmpdf.html#ec9c850305984582548e8deb64f0ffe8">00235</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#ec9c850305984582548e8deb64f0ffe8" title="access function">_rvc</a>() {<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a>;} 
     164<a name="l00237"></a><a class="code" href="classmpdf.html#1e71ad4c66d5884c82d4a3b06b42fe32">00237</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#1e71ad4c66d5884c82d4a3b06b42fe32" title="access function">_rv</a>() {<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>;} 
     165<a name="l00239"></a><a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8">00239</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>&amp; <a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8" title="access function">_epdf</a>() {<span class="keywordflow">return</span> *<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>;} 
     166<a name="l00240"></a>00240 }; 
     167<a name="l00241"></a>00241  
     168<a name="l00246"></a><a class="code" href="classmepdf.html">00246</a> <span class="keyword">class </span><a class="code" href="classmepdf.html" title="Unconditional mpdf, allows using epdf in the role of mpdf.">mepdf</a> : <span class="keyword">public</span> <a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> { 
     169<a name="l00247"></a>00247 <span class="keyword">public</span>: 
     170<a name="l00249"></a><a class="code" href="classmepdf.html#7ab1c50f0aa16230117436dee500f2e0">00249</a>         <a class="code" href="classmepdf.html#7ab1c50f0aa16230117436dee500f2e0" title="Default constructor.">mepdf</a> (<a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> &amp;em ) :<a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> ( em.<a class="code" href="classmpdf.html#1e71ad4c66d5884c82d4a3b06b42fe32" title="access function">_rv</a>(),<a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>() ) {<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>=&amp;em;}; 
     171<a name="l00250"></a>00250 }; 
     172<a name="l00251"></a>00251  
     173<a name="l00253"></a><a class="code" href="classcompositepdf.html">00253</a> <span class="keyword">class </span><a class="code" href="classcompositepdf.html" title="Abstract composition of pdfs, a base for specific classes.">compositepdf</a>{ 
     174<a name="l00254"></a>00254         <span class="keyword">protected</span>: 
     175<a name="l00256"></a><a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f">00256</a>                 <span class="keywordtype">int</span> <a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>; 
     176<a name="l00258"></a><a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d">00258</a>                 Array&lt;mpdf*&gt; <a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d" title="Elements of composition.">mpdfs</a>; 
     177<a name="l00260"></a><a class="code" href="classcompositepdf.html#4d4a8269f9faefeca8cdc251a5a29a7f">00260</a>                 Array&lt;ivec&gt; <a class="code" href="classcompositepdf.html#4d4a8269f9faefeca8cdc251a5a29a7f" title="Indeces of rvs in common rv.">rvsinrv</a>; 
     178<a name="l00262"></a><a class="code" href="classcompositepdf.html#3df07bb5e3ed36a3119b145043296676">00262</a>                 Array&lt;ivec&gt; <a class="code" href="classcompositepdf.html#3df07bb5e3ed36a3119b145043296676" title="Indeces of rvc in common rv.">rvcsinrv</a>; 
     179<a name="l00264"></a><a class="code" href="classcompositepdf.html#de3bd289a26d5549dcf1ed19e5b13569">00264</a>                 Array&lt;ivec&gt; <a class="code" href="classcompositepdf.html#de3bd289a26d5549dcf1ed19e5b13569" title="Indeces of common rv in rvc.">rvinrvcs</a>; 
     180<a name="l00265"></a>00265         <span class="keyword">public</span>: 
     181<a name="l00266"></a>00266                 <a class="code" href="classcompositepdf.html" title="Abstract composition of pdfs, a base for specific classes.">compositepdf</a>(Array&lt;mpdf*&gt; A0): <a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>(A0.length()), <a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d" title="Elements of composition.">mpdfs</a>(A0), <a class="code" href="classcompositepdf.html#4d4a8269f9faefeca8cdc251a5a29a7f" title="Indeces of rvs in common rv.">rvsinrv</a>(<a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>), <a class="code" href="classcompositepdf.html#3df07bb5e3ed36a3119b145043296676" title="Indeces of rvc in common rv.">rvcsinrv</a>(<a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>),<a class="code" href="classcompositepdf.html#de3bd289a26d5549dcf1ed19e5b13569" title="Indeces of common rv in rvc.">rvinrvcs</a>(<a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>){}; 
     182<a name="l00268"></a>00268                 <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classcompositepdf.html#635d219fb3e32852400d6f98aa4bdc93" title="find common rv, flag">getrv</a>(<span class="keywordtype">bool</span> checkoverlap=<span class="keyword">false</span>); 
     183<a name="l00270"></a>00270                 <span class="keywordtype">void</span> <a class="code" href="classcompositepdf.html#5a4479785c1fdb2cc351fbea07b899ac" title="common rvc of all mpdfs is written to rvc">setrvc</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv, <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc); 
     184<a name="l00272"></a>00272                 <span class="keywordtype">void</span> <a class="code" href="classcompositepdf.html#08958c8f76d65de94ecc37b8d90bc77a" title="fill all rv*inrv* according to">setindices</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv); 
     185<a name="l00274"></a>00274                 <span class="keywordtype">void</span> <a class="code" href="classcompositepdf.html#3bd4ada95f381ea6c4cff2dc86e957c4" title="Function fills Array by indeces of mpdfs inside given rv.">setrvcinrv</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc, Array&lt;ivec&gt; &amp;rvcind); 
     186<a name="l00275"></a>00275 }; 
     187<a name="l00276"></a>00276  
     188<a name="l00284"></a><a class="code" href="classDS.html">00284</a> <span class="keyword">class </span><a class="code" href="classDS.html" title="Abstract class for discrete-time sources of data.">DS</a> { 
     189<a name="l00285"></a>00285 <span class="keyword">protected</span>: 
     190<a name="l00287"></a><a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454">00287</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454" title="Observed variables, returned by getdata().">Drv</a>; 
     191<a name="l00289"></a><a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629">00289</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629" title="Action variables, accepted by write().">Urv</a>; <span class="comment">//</span> 
     192<a name="l00290"></a>00290 <span class="keyword">public</span>: 
     193<a name="l00292"></a>00292         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &amp;dt ); 
     194<a name="l00294"></a>00294         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &amp;dt, ivec &amp;indeces ); 
     195<a name="l00296"></a>00296         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &amp;ut ); 
     196<a name="l00298"></a>00298         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &amp;ut, ivec &amp;indeces ); 
     197<a name="l00304"></a>00304         <span class="keywordtype">void</span> <a class="code" href="classDS.html#9a35ca9c9321dce2bf63bf668f785b75" title="Method that assigns random variables to the datasource. Typically, the datasource...">linkrvs</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;drv, <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;urv ); 
     198<a name="l00305"></a>00305  
     199<a name="l00307"></a>00307         <span class="keywordtype">void</span> <a class="code" href="classDS.html#470ba89e8e7c3c4d830803221b4e9be6" title="Moves from  to , i.e. perfroms the actions and reads response of the system.">step</a>(); 
     200<a name="l00308"></a>00308  
     201<a name="l00309"></a>00309 }; 
     202<a name="l00310"></a>00310  
     203<a name="l00315"></a><a class="code" href="classBM.html">00315</a> <span class="keyword">class </span><a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a> { 
     204<a name="l00316"></a>00316 <span class="keyword">protected</span>: 
     205<a name="l00318"></a><a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88">00318</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>; 
     206<a name="l00320"></a><a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979">00320</a>         <span class="keywordtype">double</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>; 
     207<a name="l00322"></a><a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129">00322</a>         <span class="keywordtype">bool</span> <a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>; 
     208<a name="l00323"></a>00323 <span class="keyword">public</span>: 
    213209<a name="l00324"></a>00324  
    214 <a name="l00327"></a><a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">00327</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">logpred</a>(<span class="keyword">const</span> vec &amp;dt)<span class="keyword">const</span>{it_error(<span class="stringliteral">"Not implemented"</span>);<span class="keywordflow">return</span> 0.0;} 
    215 <a name="l00329"></a><a class="code" href="classBM.html#cd0660f2a1a344b56ac39802708ff165">00329</a>         vec <a class="code" href="classBM.html#cd0660f2a1a344b56ac39802708ff165" title="Matrix version of logpred.">logpred_m</a>(<span class="keyword">const</span> mat &amp;dt)<span class="keyword">const</span>{vec tmp(dt.cols());<span class="keywordflow">for</span>(<span class="keywordtype">int</span> i=0;i&lt;dt.cols();i++){tmp(i)=<a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">logpred</a>(dt.get_col(i));}<span class="keywordflow">return</span> tmp;} 
    216 <a name="l00330"></a>00330          
    217 <a name="l00332"></a><a class="code" href="classBM.html#a627c5a79cc6f5221b7e09675525e032">00332</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classBM.html#a627c5a79cc6f5221b7e09675525e032" title="Constructs a predictive density (marginal density on data).">predictor</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>){it_error(<span class="stringliteral">"Not implemented"</span>);<span class="keywordflow">return</span> NULL;}; 
    218 <a name="l00333"></a>00333          
    219 <a name="l00335"></a><a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd">00335</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd" title="Destructor for future use;.">~BM</a>() {}; 
    220 <a name="l00337"></a><a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a">00337</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>&amp; <a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a" title="access function">_rv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>;} 
    221 <a name="l00339"></a><a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88">00339</a>         <span class="keywordtype">double</span> <a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88" title="access function">_ll</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>;} 
    222 <a name="l00341"></a><a class="code" href="classBM.html#1ffa9f23669aabecc3760c06c6987522">00341</a>         <span class="keywordtype">void</span> <a class="code" href="classBM.html#1ffa9f23669aabecc3760c06c6987522" title="access function">set_evalll</a>(<span class="keywordtype">bool</span> evl0){<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>=evl0;} 
    223 <a name="l00342"></a>00342          
    224 <a name="l00345"></a><a class="code" href="classBM.html#eb58c81d6a7b75b05fc6f276eed78887">00345</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a>* <a class="code" href="classBM.html#eb58c81d6a7b75b05fc6f276eed78887">_copy_</a>(<span class="keywordtype">bool</span> changerv=<span class="keyword">false</span>){it_error(<span class="stringliteral">"function _copy_ not implemented for this BM"</span>); <span class="keywordflow">return</span> NULL;}; 
    225 <a name="l00346"></a>00346 }; 
    226 <a name="l00347"></a>00347  
    227 <a name="l00357"></a><a class="code" href="classBMcond.html">00357</a> <span class="keyword">class </span><a class="code" href="classBMcond.html" title="Conditional Bayesian Filter.">BMcond</a> { 
    228 <a name="l00358"></a>00358 <span class="keyword">protected</span>: 
    229 <a name="l00360"></a><a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec">00360</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a>; 
    230 <a name="l00361"></a>00361 <span class="keyword">public</span>: 
    231 <a name="l00363"></a>00363         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBMcond.html#3543cfe274c35f9033c24d8036a96c4d" title="Substitute val for rvc.">condition</a> ( <span class="keyword">const</span> vec &amp;val ) =0; 
    232 <a name="l00365"></a><a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7">00365</a>         <a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7" title="Default constructor.">BMcond</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0 ) :<a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a> ( rv0 ) {}; 
    233 <a name="l00367"></a><a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2">00367</a>         <span class="keyword">virtual</span> <a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2" title="Destructor for future use.">~BMcond</a>() {}; 
    234 <a name="l00369"></a><a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a">00369</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>&amp; <a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a" title="access function">_rvc</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a>;} 
    235 <a name="l00370"></a>00370 }; 
    236 <a name="l00371"></a>00371  
    237 <a name="l00372"></a>00372 <span class="preprocessor">#endif // BM_H</span> 
     210<a name="l00326"></a><a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e">00326</a>         <a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e" title="Default constructor.">BM</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0, <span class="keywordtype">double</span> ll0=0,<span class="keywordtype">bool</span> evalll0=<span class="keyword">true</span> ) :<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a> ( rv0 ), <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a> ( ll0 ),<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ( evalll0) {<span class="comment">//Fixme: test rv</span> 
     211<a name="l00327"></a>00327         }; 
     212<a name="l00329"></a><a class="code" href="classBM.html#e8fc5fae042f2b46d4d3827f9587d47d">00329</a>         <a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e" title="Default constructor.">BM</a> (<span class="keyword">const</span> <a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a> &amp;B) : <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>(B.<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>), <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>(B.<a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>), <a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>(B.<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>) {} 
     213<a name="l00330"></a>00330  
     214<a name="l00334"></a>00334         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBM.html#a892eff438aab2dd1a9e2efcb7fb5bdf" title="Incremental Bayes rule.">bayes</a> ( <span class="keyword">const</span> vec &amp;dt ) = 0; 
     215<a name="l00336"></a>00336         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBM.html#0186270f75189677f390fe088a9947e9" title="Batch Bayes rule (columns of Dt are observations).">bayesB</a> (<span class="keyword">const</span> mat &amp;Dt ); 
     216<a name="l00338"></a>00338         <span class="keyword">virtual</span> <span class="keyword">const</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>&amp; <a class="code" href="classBM.html#8554809fec160bee279bcd5fa14ead5c" title="Returns a pointer to the epdf representing posterior density on parameters. Use with...">_epdf</a>() <span class="keyword">const</span> =0; 
     217<a name="l00339"></a>00339  
     218<a name="l00342"></a><a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">00342</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">logpred</a>(<span class="keyword">const</span> vec &amp;dt)<span class="keyword">const</span>{it_error(<span class="stringliteral">"Not implemented"</span>);<span class="keywordflow">return</span> 0.0;} 
     219<a name="l00344"></a><a class="code" href="classBM.html#cd0660f2a1a344b56ac39802708ff165">00344</a>         vec <a class="code" href="classBM.html#cd0660f2a1a344b56ac39802708ff165" title="Matrix version of logpred.">logpred_m</a>(<span class="keyword">const</span> mat &amp;dt)<span class="keyword">const</span>{vec tmp(dt.cols());<span class="keywordflow">for</span>(<span class="keywordtype">int</span> i=0;i&lt;dt.cols();i++){tmp(i)=<a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">logpred</a>(dt.get_col(i));}<span class="keywordflow">return</span> tmp;} 
     220<a name="l00345"></a>00345          
     221<a name="l00347"></a><a class="code" href="classBM.html#a627c5a79cc6f5221b7e09675525e032">00347</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classBM.html#a627c5a79cc6f5221b7e09675525e032" title="Constructs a predictive density (marginal density on data).">predictor</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>){it_error(<span class="stringliteral">"Not implemented"</span>);<span class="keywordflow">return</span> NULL;}; 
     222<a name="l00348"></a>00348          
     223<a name="l00350"></a><a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd">00350</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd" title="Destructor for future use;.">~BM</a>() {}; 
     224<a name="l00352"></a><a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a">00352</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>&amp; <a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a" title="access function">_rv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>;} 
     225<a name="l00354"></a><a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88">00354</a>         <span class="keywordtype">double</span> <a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88" title="access function">_ll</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>;} 
     226<a name="l00356"></a><a class="code" href="classBM.html#1ffa9f23669aabecc3760c06c6987522">00356</a>         <span class="keywordtype">void</span> <a class="code" href="classBM.html#1ffa9f23669aabecc3760c06c6987522" title="access function">set_evalll</a>(<span class="keywordtype">bool</span> evl0){<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>=evl0;} 
     227<a name="l00357"></a>00357          
     228<a name="l00360"></a><a class="code" href="classBM.html#eb58c81d6a7b75b05fc6f276eed78887">00360</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a>* <a class="code" href="classBM.html#eb58c81d6a7b75b05fc6f276eed78887">_copy_</a>(<span class="keywordtype">bool</span> changerv=<span class="keyword">false</span>){it_error(<span class="stringliteral">"function _copy_ not implemented for this BM"</span>); <span class="keywordflow">return</span> NULL;}; 
     229<a name="l00361"></a>00361 }; 
     230<a name="l00362"></a>00362  
     231<a name="l00372"></a><a class="code" href="classBMcond.html">00372</a> <span class="keyword">class </span><a class="code" href="classBMcond.html" title="Conditional Bayesian Filter.">BMcond</a> { 
     232<a name="l00373"></a>00373 <span class="keyword">protected</span>: 
     233<a name="l00375"></a><a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec">00375</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a>; 
     234<a name="l00376"></a>00376 <span class="keyword">public</span>: 
     235<a name="l00378"></a>00378         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBMcond.html#3543cfe274c35f9033c24d8036a96c4d" title="Substitute val for rvc.">condition</a> ( <span class="keyword">const</span> vec &amp;val ) =0; 
     236<a name="l00380"></a><a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7">00380</a>         <a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7" title="Default constructor.">BMcond</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0 ) :<a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a> ( rv0 ) {}; 
     237<a name="l00382"></a><a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2">00382</a>         <span class="keyword">virtual</span> <a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2" title="Destructor for future use.">~BMcond</a>() {}; 
     238<a name="l00384"></a><a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a">00384</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>&amp; <a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a" title="access function">_rvc</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a>;} 
     239<a name="l00385"></a>00385 }; 
     240<a name="l00386"></a>00386  
     241<a name="l00387"></a>00387 <span class="preprocessor">#endif // BM_H</span> 
    238242</pre></div></div> 
    239 <hr size="1"><address style="text-align: right;"><small>Generated on Thu Oct 9 21:26:31 2008 for mixpp by&nbsp; 
     243<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 15 15:57:09 2008 for mixpp by&nbsp; 
    240244<a href="http://www.doxygen.org/index.html"> 
    241245<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>