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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/docs/modules/html/FingerprintsVector.html Wed Jan 20 09:23:18 2016 -0500 @@ -0,0 +1,657 @@ +<html> +<head> +<title>MayaChemTools:Documentation:Fingerprints::FingerprintsVector.pm</title> +<meta http-equiv="content-type" content="text/html;charset=utf-8"> +<link rel="stylesheet" type="text/css" href="../../css/MayaChemTools.css"> +</head> +<body leftmargin="20" rightmargin="20" topmargin="10" bottommargin="10"> +<br/> +<center> +<a href="http://www.mayachemtools.org" title="MayaChemTools Home"><img src="../../images/MayaChemToolsLogo.gif" border="0" alt="MayaChemTools"></a> +</center> +<br/> +<div class="DocNav"> +<table width="100%" border=0 cellpadding=0 cellspacing=2> +<tr align="left" valign="top"><td width="33%" align="left"><a href="./FingerprintsStringUtil.html" title="FingerprintsStringUtil.html">Previous</a> <a href="./index.html" title="Table of Contents">TOC</a> <a href="./MACCSKeys.html" title="MACCSKeys.html">Next</a></td><td width="34%" align="middle"><strong>Fingerprints::FingerprintsVector.pm</strong></td><td width="33%" align="right"><a href="././code/FingerprintsVector.html" title="View source code">Code</a> | <a href="./../pdf/FingerprintsVector.pdf" title="PDF US Letter Size">PDF</a> | <a href="./../pdfgreen/FingerprintsVector.pdf" title="PDF US Letter Size with narrow margins: www.changethemargins.com">PDFGreen</a> | <a href="./../pdfa4/FingerprintsVector.pdf" title="PDF A4 Size">PDFA4</a> | <a href="./../pdfa4green/FingerprintsVector.pdf" title="PDF A4 Size with narrow margins: www.changethemargins.com">PDFA4Green</a></td></tr> +</table> +</div> +<p> +</p> +<h2>NAME</h2> +<p>FingerprintsVector</p> +<p> +</p> +<h2>SYNOPSIS</h2> +<p>use Fingerprints::FingerprintsVector;</p> +<p>use Fingerprints::FingerprintsVector qw(:all);</p> +<p> +</p> +<h2>DESCRIPTION</h2> +<p><strong>FingerprintsVector</strong> class provides the following methods:</p> +<p> <a href="#new">new</a>, <a href="#addvalueids">AddValueIDs</a>, <a href="#addvalues">AddValues</a>, <a href="#cityblockdistancecoefficient">CityBlockDistanceCoefficient</a> +, <a href="#cosinesimilaritycoefficient">CosineSimilarityCoefficient</a>, <a href="#czekanowskisimilaritycoefficient">CzekanowskiSimilarityCoefficient</a> +, <a href="#dicesimilaritycoefficient">DiceSimilarityCoefficient</a>, <a href="#euclideandistancecoefficient">EuclideanDistanceCoefficient</a>, <a href="#getdescription">GetDescription</a> +, <a href="#getfingerprintsvectorstring">GetFingerprintsVectorString</a>, <a href="#getid">GetID</a>, <a href="#getidsandvaluespairsstring">GetIDsAndValuesPairsString</a> +, <a href="#getidsandvaluesstring">GetIDsAndValuesString</a>, <a href="#getnumofnonzerovalues">GetNumOfNonZeroValues</a>, <a href="#getnumofvalueids">GetNumOfValueIDs</a>, <a href="#getnumofvalues">GetNumOfValues</a> +, <a href="#getsupporteddistanceandsimilaritycoefficients">GetSupportedDistanceAndSimilarityCoefficients</a>, <a href="#getsupporteddistancecoefficients">GetSupportedDistanceCoefficients</a> +, <a href="#getsupportedsimilaritycoefficients">GetSupportedSimilarityCoefficients</a>, <a href="#gettype">GetType</a>, <a href="#getvalue">GetValue</a>, <a href="#getvalueid">GetValueID</a>, <a href="#getvalueids">GetValueIDs</a> +, <a href="#getvalueidsstring">GetValueIDsString</a>, <a href="#getvalues">GetValues</a>, <a href="#getvaluesandidspairsstring">GetValuesAndIDsPairsString</a>, <a href="#getvaluesandidsstring">GetValuesAndIDsString</a> +, <a href="#getvaluesstring">GetValuesString</a>, <a href="#getvectortype">GetVectorType</a>, <a href="#hammingdistancecoefficient">HammingDistanceCoefficient</a>, <a href="#isfingerprintsvector">IsFingerprintsVector</a> +, <a href="#jaccardsimilaritycoefficient">JaccardSimilarityCoefficient</a>, <a href="#manhattandistancecoefficient">ManhattanDistanceCoefficient</a> +, <a href="#newfromidsandvaluespairsstring">NewFromIDsAndValuesPairsString</a>, <a href="#newfromidsandvaluesstring">NewFromIDsAndValuesString</a> +, <a href="#newfromvaluesandidspairsstring">NewFromValuesAndIDsPairsString</a>, <a href="#newfromvaluesandidsstring">NewFromValuesAndIDsString</a>, <a href="#newfromvaluesstring">NewFromValuesString</a> +, <a href="#ochiaisimilaritycoefficient">OchiaiSimilarityCoefficient</a>, <a href="#setdescription">SetDescription</a>, <a href="#setid">SetID</a>, <a href="#settype">SetType</a>, <a href="#setvalue">SetValue</a>, <a href="#setvalueid">SetValueID</a> +, <a href="#setvalueids">SetValueIDs</a>, <a href="#setvalues">SetValues</a>, <a href="#setvectortype">SetVectorType</a>, <a href="#soergeldistancecoefficient">SoergelDistanceCoefficient</a> +, <a href="#sorensonsimilaritycoefficient">SorensonSimilarityCoefficient</a>, <a href="#stringifyfingerprintsvector">StringifyFingerprintsVector</a> +, <a href="#tanimotosimilaritycoefficient">TanimotoSimilarityCoefficient</a> +</p><p>The methods available to create fingerprints vector from strings and to calculate similarity +and distance coefficients between two vectors can also be invoked as class functions.</p> +<p><strong>FingerprintsVector</strong> class provides support to perform comparison between vectors +containing three different types of values:</p> +<p>Type I: OrderedNumericalValues</p> +<div class="OptionsBox"> + o Size of two vectors are same +<br/> o Vectors contain real values in a specific order. For example: MACCS keys + count, Topological pharmacophore atom pairs and so on.</div> +<p>Type II: UnorderedNumericalValues</p> +<div class="OptionsBox"> + o Size of two vectors might not be same +<br/> o Vectors contain unordered real value identified by value IDs. For example: + Topological atom pairs, Topological atom torsions and so on</div> +<p>Type III: AlphaNumericalValues</p> +<div class="OptionsBox"> + o Size of two vectors might not be same +<br/> o Vectors contain unordered alphanumerical values. For example: Extended + connectivity fingerprints, atom neighborhood fingerprints.</div> +<p>Before performing similarity or distance calculations between vectors containing UnorderedNumericalValues +or AlphaNumericalValues, the vectors are transformed into vectors containing unique OrderedNumericalValues +using value IDs for UnorderedNumericalValues and values itself for AlphaNumericalValues.</p> +<p>Three forms of similarity and distance calculation between two vectors, specified using <strong>CalculationMode</strong> +option, are supported: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>.</p> +<p>For <em>BinaryForm</em>, the ordered list of processed final vector values containing the value or +count of each unique value type is simply converted into a binary vector containing 1s and 0s +corresponding to presence or absence of values before calculating similarity or distance between +two vectors.</p> +<p>For two fingerprint vectors A and B of same size containing OrderedNumericalValues, let:</p> +<div class="OptionsBox"> + N = Number values in A or B</div> +<div class="OptionsBox"> + Xa = Values of vector A +<br/> Xb = Values of vector B</div> +<div class="OptionsBox"> + Xai = Value of ith element in A +<br/> Xbi = Value of ith element in B</div> +<div class="OptionsBox"> + SUM = Sum of i over N values</div> +<p>For SetTheoreticForm of calculation between two vectors, let:</p> +<div class="OptionsBox"> + SetIntersectionXaXb = SUM ( MIN ( Xai, Xbi ) ) +<br/> SetDifferenceXaXb = SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) )</div> +<p>For BinaryForm of calculation between two vectors, let:</p> +<div class="OptionsBox"> + Na = Number of bits set to "1" in A = SUM ( Xai ) +<br/> Nb = Number of bits set to "1" in B = SUM ( Xbi ) +<br/> Nc = Number of bits set to "1" in both A and B = SUM ( Xai * Xbi ) +<br/> Nd = Number of bits set to "0" in both A and B + = SUM ( 1 - Xai - Xbi + Xai * Xbi)</div> +<div class="OptionsBox"> + N = Number of bits set to "1" or "0" in A or B = Size of A or B = Na + Nb - Nc + Nd</div> +<p>Additionally, for BinaryForm various values also correspond to:</p> +<div class="OptionsBox"> + Na = | Xa | +<br/> Nb = | Xb | +<br/> Nc = | SetIntersectionXaXb | +<br/> Nd = N - | SetDifferenceXaXb |</div> +<div class="OptionsBox"> + | SetDifferenceXaXb | = N - Nd = Na + Nb - Nc + Nd - Nd = Na + Nb - Nc + = | Xa | + | Xb | - | SetIntersectionXaXb |</div> +<p>Various similarity and distance coefficients [ Ref 40, Ref 62, Ref 64 ] for a pair of vectors A and B +in <em>AlgebraicForm, BinaryForm and SetTheoreticForm</em> are defined as follows:</p> +<p><strong>CityBlockDistance</strong>: ( same as HammingDistance and ManhattanDistance)</p> +<p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) )</p> +<p><em>BinaryForm</em>: ( Na - Nc ) + ( Nb - Nc ) = Na + Nb - 2 * Nc</p> +<p><em>SetTheoreticForm</em>: | SetDifferenceXaXb | - | SetIntersectionXaXb | = SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) )</p> +<p><strong>CosineSimilarity</strong>: ( same as OchiaiSimilarityCoefficient)</p> +<p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / SQRT ( SUM ( Xai ** 2) * SUM ( Xbi ** 2) )</p> +<p><em>BinaryForm</em>: Nc / SQRT ( Na * Nb)</p> +<p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / SQRT ( |Xa| * |Xb| ) = SUM ( MIN ( Xai, Xbi ) ) / SQRT ( SUM ( Xai ) * SUM ( Xbi ) )</p> +<p><strong>CzekanowskiSimilarity</strong>: ( same as DiceSimilarity and SorensonSimilarity)</p> +<p><em>AlgebraicForm</em>: ( 2 * ( SUM ( Xai * Xbi ) ) ) / ( SUM ( Xai ** 2) + SUM ( Xbi **2 ) )</p> +<p><em>BinaryForm</em>: 2 * Nc / ( Na + Nb )</p> +<p><em>SetTheoreticForm</em>: 2 * | SetIntersectionXaXb | / ( |Xa| + |Xb| ) = 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) )</p> +<p><strong>DiceSimilarity</strong>: ( same as CzekanowskiSimilarity and SorensonSimilarity)</p> +<p><em>AlgebraicForm</em>: ( 2 * ( SUM ( Xai * Xbi ) ) ) / ( SUM ( Xai ** 2) + SUM ( Xbi **2 ) )</p> +<p><em>BinaryForm</em>: 2 * Nc / ( Na + Nb )</p> +<p><em>SetTheoreticForm</em>: 2 * | SetIntersectionXaXb | / ( |Xa| + |Xb| ) = 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) )</p> +<p><strong>EuclideanDistance</strong>:</p> +<p><em>AlgebraicForm</em>: SQRT ( SUM ( ( ( Xai - Xbi ) ** 2 ) ) )</p> +<p><em>BinaryForm</em>: SQRT ( ( Na - Nc ) + ( Nb - Nc ) ) = SQRT ( Na + Nb - 2 * Nc )</p> +<p><em>SetTheoreticForm</em>: SQRT ( | SetDifferenceXaXb | - | SetIntersectionXaXb | ) = SQRT ( SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) )</p> +<p><strong>HammingDistance</strong>: ( same as CityBlockDistance and ManhattanDistance)</p> +<p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) )</p> +<p><em>BinaryForm</em>: ( Na - Nc ) + ( Nb - Nc ) = Na + Nb - 2 * Nc</p> +<p><em>SetTheoreticForm</em>: | SetDifferenceXaXb | - | SetIntersectionXaXb | = SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) )</p> +<p><strong>JaccardSimilarity</strong>: ( same as TanimotoSimilarity)</p> +<p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / ( SUM ( Xai ** 2 ) + SUM ( Xbi ** 2 ) - SUM ( Xai * Xbi ) )</p> +<p><em>BinaryForm</em>: Nc / ( ( Na - Nc ) + ( Nb - Nc ) + Nc ) = Nc / ( Na + Nb - Nc )</p> +<p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / | SetDifferenceXaXb | = SUM ( MIN ( Xai, Xbi ) ) / ( SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) ) )</p> +<p><strong>ManhattanDistance</strong>: ( same as CityBlockDistance and HammingDistance)</p> +<p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) )</p> +<p><em>BinaryForm</em>: ( Na - Nc ) + ( Nb - Nc ) = Na + Nb - 2 * Nc</p> +<p><em>SetTheoreticForm</em>: | SetDifferenceXaXb | - | SetIntersectionXaXb | = SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) )</p> +<p><strong>OchiaiSimilarity</strong>: ( same as CosineSimilarity)</p> +<p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / SQRT ( SUM ( Xai ** 2) * SUM ( Xbi ** 2) )</p> +<p><em>BinaryForm</em>: Nc / SQRT ( Na * Nb)</p> +<p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / SQRT ( |Xa| * |Xb| ) = SUM ( MIN ( Xai, Xbi ) ) / SQRT ( SUM ( Xai ) * SUM ( Xbi ) )</p> +<p><strong>SorensonSimilarity</strong>: ( same as CzekanowskiSimilarity and DiceSimilarity)</p> +<p><em>AlgebraicForm</em>: ( 2 * ( SUM ( Xai * Xbi ) ) ) / ( SUM ( Xai ** 2) + SUM ( Xbi **2 ) )</p> +<p><em>BinaryForm</em>: 2 * Nc / ( Na + Nb )</p> +<p><em>SetTheoreticForm</em>: 2 * | SetIntersectionXaXb | / ( |Xa| + |Xb| ) = 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) )</p> +<p><strong>SoergelDistance</strong>:</p> +<p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) ) / SUM ( MAX ( Xai, Xbi ) )</p> +<p><em>BinaryForm</em>: 1 - Nc / ( Na + Nb - Nc ) = ( Na + Nb - 2 * Nc ) / ( Na + Nb - Nc )</p> +<p><em>SetTheoreticForm</em>: ( | SetDifferenceXaXb | - | SetIntersectionXaXb | ) / | SetDifferenceXaXb | = ( SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) ) )</p> +<p><strong>TanimotoSimilarity</strong>: ( same as JaccardSimilarity)</p> +<p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / ( SUM ( Xai ** 2 ) + SUM ( Xbi ** 2 ) - SUM ( Xai * Xbi ) )</p> +<p><em>BinaryForm</em>: Nc / ( ( Na - Nc ) + ( Nb - Nc ) + Nc ) = Nc / ( Na + Nb - Nc )</p> +<p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / | SetDifferenceXaXb | = SUM ( MIN ( Xai, Xbi ) ) / ( SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) ) )</p> +<p> +</p> +<h2>METHODS</h2> +<dl> +<dt><strong><a name="new" class="item"><strong>new</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FPVector = new Fingerprints::FingerprintsVector(%NamesAndValues);</div> +<p>Using specified <em>FingerprintsVector</em> property names and values hash, <strong>new</strong> method creates +a new object and returns a reference to newly created <strong>FingerprintsVectorsVector</strong> +object. By default, the following properties are initialized:</p> +<div class="OptionsBox"> + Type = '' +<br/> @{Values} = () +<br/> @{ValuesIDs} = ()</div> +<p>Examples:</p> +<div class="OptionsBox"> + $FPVector = new Fingerprints::FingerprintsVector('Type' => 'OrderedNumericalValues', + 'Values' => [1, 2, 3, 4]); +<br/> $FPVector = new Fingerprints::FingerprintsVector('Type' => 'NumericalValues', + 'Values' => [10, 22, 33, 44], + 'ValueIDs' => ['ID1', 'ID2', 'ID3', 'ID4']); +<br/> $FPVector = new Fingerprints::FingerprintsVector('Type' => 'AlphaNumericalValues', + 'Values' => ['a1', 2, 'a3', 4]);</div> +</dd> +<dt><strong><a name="addvalueids" class="item"><strong>AddValueIDs</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->AddValueIDs($ValueIDsRef); +<br/> $FingerprintsVector->AddValueIDs(@ValueIDs);</div> +<p>Adds specified <em>ValueIDs</em> to <em>FingerprintsVector</em> and returns <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="addvalues" class="item"><strong>AddValues</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->AddValues($ValuesRef); +<br/> $FingerprintsVector->AddValues(@Values); +<br/> $FingerprintsVector->AddValues($Vector);</div> +<p>Adds specified <em>Values</em> to <em>FingerprintsVector</em> and returns <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="cityblockdistancecoefficient" class="item"><strong>CityBlockDistanceCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->CityBlockDistanceCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::CityBlockDistanceCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>CityBlock</em> distance coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="cosinesimilaritycoefficient" class="item"><strong>CosineSimilarityCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->CosineSimilarityCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::CosineSimilarityCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Cosine</em> similarity coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="czekanowskisimilaritycoefficient" class="item"><strong>CzekanowskiSimilarityCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->CzekanowskiSimilarityCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::CzekanowskiSimilarityCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Czekanowski</em> similarity coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="dicesimilaritycoefficient" class="item"><strong>DiceSimilarityCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->DiceSimilarityCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::DiceSimilarityCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Dice</em> similarity coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="euclideandistancecoefficient" class="item"><strong>EuclideanDistanceCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->EuclideanDistanceCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::EuclideanDistanceCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Euclidean</em> distance coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="getdescription" class="item"><strong>GetDescription</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Description = $FingerprintsVector->GetDescription();</div> +<p>Returns a string containing description of fingerprints vector.</p> +</dd> +<dt><strong><a name="getfingerprintsvectorstring" class="item"><strong>GetFingerprintsVectorString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FPString = $FingerprintsVector->GetFingerprintsVectorString($Format);</div> +<p>Returns a <strong>FingerprintsString</strong> containing vector values and/or IDs in <em>FingerprintsVector</em> +corresponding to specified <em>Format</em>.</p> +<p>Possible <em>Format</em> values: <em>IDsAndValuesString, IDsAndValues, IDsAndValuesPairsString, +IDsAndValuesPairs, ValuesAndIDsString, ValuesAndIDs, ValuesAndIDsPairsString, ValuesAndIDsPairs, +ValueIDsString, ValueIDs, ValuesString, or Values</em>.</p> +</dd> +<dt><strong><a name="getid" class="item"><strong>GetID</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $ID = $FingerprintsVector->GetID();</div> +<p>Returns <em>ID</em> of <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="getvectortype" class="item"><strong>GetVectorType</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $VectorType = $FingerprintsVector->GetVectorType();</div> +<p>Returns <em>VectorType</em> of <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="getidsandvaluespairsstring" class="item"><strong>GetIDsAndValuesPairsString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $IDsValuesPairsString = $FingerprintsVector->GetIDsAndValuesPairsString();</div> +<p>Returns <em>FingerprintsVector</em> value IDs and values as space delimited ID/value pair +string.</p> +</dd> +<dt><strong><a name="getidsandvaluesstring" class="item"><strong>GetIDsAndValuesString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $IDsValuesString = $FingerprintsVector->GetIDsAndValuesString();</div> +<p>Returns <em>FingerprintsVector</em> value IDs and values as string containing space delimited IDs followed by +values with semicolon as IDs and values delimiter.</p> +</dd> +<dt><strong><a name="getnumofnonzerovalues" class="item"><strong>GetNumOfNonZeroValues</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $NumOfNonZeroValues = $FingerprintsVector->GetNumOfNonZeroValues();</div> +<p>Returns number of non-zero values in <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="getnumofvalueids" class="item"><strong>GetNumOfValueIDs</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $NumOfValueIDs = $FingerprintsVector->GetNumOfValueIDs();</div> +<p>Returns number of value IDs <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="getnumofvalues" class="item"><strong>GetNumOfValues</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $NumOfValues = $FingerprintsVector->GetNumOfValues();</div> +<p>Returns number of values <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="getsupporteddistanceandsimilaritycoefficients" class="item"><strong>GetSupportedDistanceAndSimilarityCoefficients</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + @SupportedDistanceAndSimilarityCoefficientsReturn = +<br/> Fingerprints::FingerprintsVector::GetSupportedDistanceAndSimilarityCoefficients();</div> +<p>Returns an array containing names of supported distance and similarity coefficients.</p> +</dd> +<dt><strong><a name="getsupporteddistancecoefficients" class="item"><strong>GetSupportedDistanceCoefficients</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + @SupportedDistanceCoefficientsReturn = +<br/> Fingerprints::FingerprintsVector::GetSupportedDistanceCoefficients();</div> +<p>Returns an array containing names of supported disyance coefficients.</p> +</dd> +<dt><strong><a name="getsupportedsimilaritycoefficients" class="item"><strong>GetSupportedSimilarityCoefficients</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + @SupportedSimilarityCoefficientsReturn = +<br/> Fingerprints::FingerprintsVector::GetSupportedSimilarityCoefficients();</div> +<p>Returns an array containing names of supported similarity coefficients.</p> +</dd> +<dt><strong><a name="gettype" class="item"><strong>GetType</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $VectorType = $FingerprintsVector->GetType();</div> +<p>Returns <em>FingerprintsVector</em> vector type.</p> +</dd> +<dt><strong><a name="getvalue" class="item"><strong>GetValue</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->GetValue($Index);</div> +<p>Returns fingerprints vector <strong>Value</strong> specified using <em>Index</em> starting at 0.</p> +</dd> +<dt><strong><a name="getvalueid" class="item"><strong>GetValueID</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $ValueID = $FingerprintsVector->GetValueID();</div> +<p>Returns fingerprints vector <strong>ValueID</strong> specified using <em>Index</em> starting at 0.</p> +</dd> +<dt><strong><a name="getvalueids" class="item"><strong>GetValueIDs</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $ValueIDs = $FingerprintsVector->GetValueIDs(); +<br/> @ValueIDs = $FingerprintsVector->GetValueIDs();</div> +<p>Returns fingerprints vector <strong>ValueIDs</strong> as an array or reference to an array.</p> +</dd> +<dt><strong><a name="getvalueidsstring" class="item"><strong>GetValueIDsString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $ValueIDsString = $FingerprintsVector->GetValueIDsString();</div> +<p>Returns fingerprints vector <strong>ValueIDsString</strong> with value IDs delimited by space.</p> +</dd> +<dt><strong><a name="getvalues" class="item"><strong>GetValues</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $ValuesRef = $FingerprintsVector->GetValues(); +<br/> @Values = $FingerprintsVector->GetValues();</div> +<p>Returns fingerprints vector <strong>Values</strong> as an array or reference to an array.</p> +</dd> +<dt><strong><a name="getvaluesandidspairsstring" class="item"><strong>GetValuesAndIDsPairsString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $ValuesIDsPairsString = $FingerprintsVector->GetValuesAndIDsPairsString();</div> +<p>Returns <em>FingerprintsVector</em> value and value IDs as space delimited ID/value pair +string.</p> +</dd> +<dt><strong><a name="getvaluesandidsstring" class="item"><strong>GetValuesAndIDsString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $ValuesIDsString = $FingerprintsVector->GetValuesAndIDsString();</div> +<p>Returns <em>FingerprintsVector</em> values and value IDs as string containing space delimited IDs followed by +values with semicolon as IDs and values delimiter.</p> +</dd> +<dt><strong><a name="getvaluesstring" class="item"><strong>GetValuesString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Return = $FingerprintsVector->GetValuesString();</div> +<p>Returns <em>FingerprintsVector</em> values as space delimited string.</p> +</dd> +<dt><strong><a name="hammingdistancecoefficient" class="item"><strong>HammingDistanceCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->HammingDistanceCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::HammingDistanceCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Hamming</em> distance coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="isfingerprintsvector" class="item"><strong>IsFingerprintsVector</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Status = Fingerprints::FingerprintsVector::IsFingerprintsVector($Object);</div> +<p>Returns 1 or 0 based on whether <em>Object</em> is a <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="jaccardsimilaritycoefficient" class="item"><strong>JaccardSimilarityCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->JaccardSimilarityCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::JaccardSimilarityCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Jaccard</em> similarity coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="manhattandistancecoefficient" class="item"><strong>ManhattanDistanceCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->ManhattanDistanceCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::ManhattanDistanceCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Manhattan</em> distance coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="newfromidsandvaluespairsstring" class="item"><strong>NewFromIDsAndValuesPairsString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector = $FingerprintsVector->NewFromIDsAndValuesPairsString( + $ValuesType, $IDsAndValuesPairsString); +<br/> $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromIDsAndValuesPairsString( + $ValuesType, $IDsAndValuesPairsString);</div> +<p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>IDsAndValuesPairsString</em> containing +space delimited value IDs and values pairs and returns new <strong>FingerprintsVector</strong> object. +Possible <em>ValuesType</em> values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> +</dd> +<dt><strong><a name="newfromidsandvaluesstring" class="item"><strong>NewFromIDsAndValuesString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector = $FingerprintsVector->NewFromIDsAndValuesString( + $ValuesType, $IDsAndValuesString); +<br/> $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromIDsAndValuesString( + $ValuesType, $IDsAndValuesString);</div> +<p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>IDsAndValuesString</em> containing +semicolon delimited value IDs string followed by values strings and returns new <strong>FingerprintsVector</strong> +object. The values within value and value IDs tring are delimited by spaces. Possible <em>ValuesType</em> +values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> +</dd> +<dt><strong><a name="newfromvaluesandidspairsstring" class="item"><strong>NewFromValuesAndIDsPairsString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector = $FingerprintsVector->NewFromValuesAndIDsPairsString( + $ValuesType, $ValuesAndIDsPairsString); +<br/> $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromValuesAndIDsPairsString( + $ValuesType, $ValuesAndIDsPairsString);</div> +<p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>ValuesAndIDsPairsString</em> containing +space delimited value and value IDs pairs and returns new <strong>FingerprintsVector</strong> object. +Possible <em>ValuesType</em> values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> +</dd> +<dt><strong><a name="newfromvaluesandidsstring" class="item"><strong>NewFromValuesAndIDsString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector = $FingerprintsVector->NewFromValuesAndIDsString( + $ValuesType, $IDsAndValuesString); +<br/> $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromValuesAndIDsString( + $ValuesType, $IDsAndValuesString);</div> +<p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>ValuesAndIDsString</em> containing +semicolon delimited values string followed by value IDs strings and returns new <strong>FingerprintsVector</strong> +object. The values within values and value IDs tring are delimited by spaces. Possible <em>ValuesType</em> +values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> +</dd> +<dt><strong><a name="newfromvaluesstring" class="item"><strong>NewFromValuesString</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector = $FingerprintsVector->NewFromValuesString( + $ValuesType, $ValuesString); +<br/> $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromValuesString( + $ValuesType, $ValuesString);</div> +<p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>ValuesString</em> containing space +delimited values string and returns new <strong>FingerprintsVector</strong> object. The values within values +and value IDs tring are delimited by spaces. Possible <em>ValuesType</em> values: <em>OrderedNumericalValues, +NumericalValues, or AlphaNumericalValues</em>.</p> +</dd> +<dt><strong><a name="ochiaisimilaritycoefficient" class="item"><strong>OchiaiSimilarityCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->OchiaiSimilarityCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::OchiaiSimilarityCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Ochiai</em> similarity coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="setdescription" class="item"><strong>SetDescription</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->SetDescription($Description);</div> +<p>Sets <em>Description</em> of fingerprints vector and returns <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="setid" class="item"><strong>SetID</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->SetID($ID);</div> +<p>Sets <em>ID</em> of fingerprints vector and returns <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="setvectortype" class="item"><strong>SetVectorType</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->SetVectorType($VectorType);</div> +<p>Sets <em>VectorType</em> of fingerprints vector and returns <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="settype" class="item"><strong>SetType</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->SetType($Type);</div> +<p>Sets <em>FingerprintsVector</em> values <em>Type</em> and returns <em>FingerprintsVector</em>. Possible <em>Type</em> +values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> +<p>During calculation of similarity and distance coefficients between two <em>FingerprintsVectors</em>, the +following conditions apply to vector type, size, value and value IDs:</p> +<div class="OptionsBox"> + o For OrderedNumericalValues type, both vectors must be of the same size + and contain similar types of numerical values in the same order.</div> +<div class="OptionsBox"> + o For NumericalValues type, vector value IDs for both vectors must be + specified; however, their size and order of IDs and numerical values may + be different. For each vector, value IDs must correspond to vector values.</div> +<div class="OptionsBox"> + o For AlphaNumericalValues type, vectors may contain both numerical and + alphanumerical values and their sizes may be different.</div> +</dd> +<dt><strong><a name="setvalue" class="item"><strong>SetValue</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->SetValue($Index, $Value, [$SkipIndexCheck]);</div> +<p>Sets a <em>FingerprintsVector</em> value specified by <em>Index</em> starting at 0 to <em>Value</em> along with +optional index range check and returns <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="setvalueid" class="item"><strong>SetValueID</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->SetValueID($Index, $ValueID, [$SkipIndexCheck]);</div> +<p>Sets a <em>FingerprintsVector</em> value ID specified by <em>Index</em> starting at 0 to <em>ValueID</em> along with +optional index range check and returns <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="setvalueids" class="item"><strong>SetValueIDs</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->SetValueIDs($ValueIDsRef); +<br/> $FingerprintsVector->SetValueIDs(@ValueIDs);</div> +<p>Sets <em>FingerprintsVector</em> value IDs to specified <em>ValueIDs</em> and returns <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="setvalues" class="item"><strong>SetValues</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $FingerprintsVector->SetValues($ValuesRef); +<br/> $FingerprintsVector->SetValues(@Values);</div> +<p>Sets <em>FingerprintsVector</em> value to specified <em>Values</em> and returns <em>FingerprintsVector</em>.</p> +</dd> +<dt><strong><a name="soergeldistancecoefficient" class="item"><strong>SoergelDistanceCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->SoergelDistanceCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::SoergelDistanceCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Soergel</em> distance coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="sorensonsimilaritycoefficient" class="item"><strong>SorensonSimilarityCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->SorensonSimilarityCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::SorensonSimilarityCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Sorenson</em> similarity coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="tanimotosimilaritycoefficient" class="item"><strong>TanimotoSimilarityCoefficient</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $Value = $FingerprintsVector->TanimotoSimilarityCoefficient( + $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); +<br/> $Value = Fingerprints::FingerprintsVector::TanimotoSimilarityCoefficient( + $FingerprintsVectorA, $FingerprintVectorB, + [$CalculationMode, $SkipValuesCheck]);</div> +<p>Returns value of <em>Tanimoto</em> similarity coefficient between two <em>FingerprintsVectors</em> using +optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> +<p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default +<em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> +</dd> +<dt><strong><a name="stringifyfingerprintsvector" class="item"><strong>StringifyFingerprintsVector</strong></a></strong></dt> +<dd> +<div class="OptionsBox"> + $String = $FingerprintsVector->StringifyFingerprintsVector();</div> +<p>Returns a string containing information about <em>FingerprintsVector</em> object.</p> +</dd> +</dl> +<p> +</p> +<h2>AUTHOR</h2> +<p><a href="mailto:msud@san.rr.com">Manish Sud</a></p> +<p> +</p> +<h2>SEE ALSO</h2> +<p><a href="./BitVector.html">BitVector.pm</a>, <a href="./FingerprintsStringUtil.html">FingerprintsStringUtil.pm</a>, <a href="./FingerprintsBitVector.html">FingerprintsBitVector.pm</a>, <a href="./Vector.html">Vector.pm</a> +</p> +<p> +</p> +<h2>COPYRIGHT</h2> +<p>Copyright (C) 2015 Manish Sud. All rights reserved.</p> +<p>This file is part of MayaChemTools.</p> +<p>MayaChemTools is free software; you can redistribute it and/or modify it under +the terms of the GNU Lesser General Public License as published by the Free +Software Foundation; either version 3 of the License, or (at your option) +any later version.</p> +<p> </p><p> </p><div class="DocNav"> +<table width="100%" border=0 cellpadding=0 cellspacing=2> +<tr align="left" valign="top"><td width="33%" align="left"><a href="./FingerprintsStringUtil.html" title="FingerprintsStringUtil.html">Previous</a> <a href="./index.html" title="Table of Contents">TOC</a> <a href="./MACCSKeys.html" title="MACCSKeys.html">Next</a></td><td width="34%" align="middle"><strong>March 29, 2015</strong></td><td width="33%" align="right"><strong>Fingerprints::FingerprintsVector.pm</strong></td></tr> +</table> +</div> +<br /> +<center> +<img src="../../images/h2o2.png"> +</center> +</body> +</html>