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| 2 <head> | |
| 3 <title>MayaChemTools:Documentation:Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints.pm</title> | |
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| 11 </center> | |
| 12 <br/> | |
| 13 <div class="DocNav"> | |
| 14 <table width="100%" border=0 cellpadding=0 cellspacing=2> | |
| 15 <tr align="left" valign="top"><td width="33%" align="left"><a href="./TopologicalPharmacophoreAtomPairsFingerprints.html" title="TopologicalPharmacophoreAtomPairsFingerprints.html">Previous</a> <a href="./index.html" title="Table of Contents">TOC</a> <a href="./CyclesDetection.html" title="CyclesDetection.html">Next</a></td><td width="34%" align="middle"><strong>Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints.pm</strong></td><td width="33%" align="right"><a href="././code/TopologicalPharmacophoreAtomTripletsFingerprints.html" title="View source code">Code</a> | <a href="./../pdf/TopologicalPharmacophoreAtomTripletsFingerprints.pdf" title="PDF US Letter Size">PDF</a> | <a href="./../pdfgreen/TopologicalPharmacophoreAtomTripletsFingerprints.pdf" title="PDF US Letter Size with narrow margins: www.changethemargins.com">PDFGreen</a> | <a href="./../pdfa4/TopologicalPharmacophoreAtomTripletsFingerprints.pdf" title="PDF A4 Size">PDFA4</a> | <a href="./../pdfa4green/TopologicalPharmacophoreAtomTripletsFingerprints.pdf" title="PDF A4 Size with narrow margins: www.changethemargins.com">PDFA4Green</a></td></tr> | |
| 16 </table> | |
| 17 </div> | |
| 18 <p> | |
| 19 </p> | |
| 20 <h2>NAME</h2> | |
| 21 <p>TopologicalPharmacophoreAtomTripletsFingerprints</p> | |
| 22 <p> | |
| 23 </p> | |
| 24 <h2>SYNOPSIS</h2> | |
| 25 <p>use Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints;</p> | |
| 26 <p>use Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints qw(:all);</p> | |
| 27 <p> | |
| 28 </p> | |
| 29 <h2>DESCRIPTION</h2> | |
| 30 <p><strong>TopologicalPharmacophoreAtomTripletsFingerprints</strong> [ Ref 66, Ref 68-71 ] class provides | |
| 31 the following methods:</p> | |
| 32 <p>new, GenerateFingerprints, , GetDescription, GetAtomTripletIDs, | |
| 33 SetAtomTypesToUse, SetDistanceBinSize, SetMaxDistance, SetMinDistance, | |
| 34 StringifyTopologicalPharmacophoreAtomTripletsFingerprints</p> | |
| 35 <p><strong>TopologicalPharmacophoreAtomTripletsFingerprints</strong> is derived from <strong>Fingerprints</strong> class | |
| 36 which in turn is derived from <strong>ObjectProperty</strong> base class that provides methods not explicitly | |
| 37 defined in <strong>TopologicalPharmacophoreAtomTripletsFingerprints</strong>, <strong>Fingerprints</strong> or <strong>ObjectProperty</strong> | |
| 38 classes using Perl's AUTOLOAD functionality. These methods are generated on-the-fly for a specified | |
| 39 object property:</p> | |
| 40 <div class="OptionsBox"> | |
| 41 Set<PropertyName>(<PropertyValue>); | |
| 42 <br/> $PropertyValue = Get<PropertyName>(); | |
| 43 <br/> Delete<PropertyName>();</div> | |
| 44 <p>Based on the values specified for <strong>AtomTypesToUse</strong>, pharmacophore atom types are | |
| 45 assigned to all non-hydrogen atoms in a molecule and a distance matrix is generated. | |
| 46 Using <strong>MinDistance</strong>, <strong>MaxDistance</strong>, and <strong>DistanceBinSize</strong> values, a | |
| 47 binned distance matrix is generated with lower bound on the distance bin as the distance | |
| 48 in distance matrix; the lower bound on the distance bin is also used as the distance between | |
| 49 atom pairs for generation of atom triplet identifiers.</p> | |
| 50 <p>A pharmacophore atom triplets basis set is generated for all unique atom triplets constituting | |
| 51 atom pairs binned distances between <strong>--MinDistance</strong> and <strong>--MaxDistance</strong>. The value | |
| 52 of <strong>--UseTriangleInequality</strong> determines whether the triangle inequality test is applied during | |
| 53 generation of atom triplets basis set. The lower distance bound, along with specified pharmacophore | |
| 54 types, is used during generation of atom triplet IDs.</p> | |
| 55 <div class="OptionsBox"> | |
| 56 Let:</div> | |
| 57 <div class="OptionsBox"> | |
| 58 P = Valid pharmacophore atom type</div> | |
| 59 <div class="OptionsBox"> | |
| 60 Px = Pharmacophore atom x | |
| 61 <br/> Py = Pharmacophore atom y | |
| 62 <br/> Pz = Pharmacophore atom z</div> | |
| 63 <div class="OptionsBox"> | |
| 64 Dmin = Minimum distance corresponding to number of bonds between two atoms | |
| 65 <br/> Dmax = Maximum distance corresponding to number of bonds between two atoms | |
| 66 <br/> D = Distance corresponding to number of bonds between two atom</div> | |
| 67 <div class="OptionsBox"> | |
| 68 Bsize = Distance bin size | |
| 69 <br/> Nbins = Number of distance bins</div> | |
| 70 <div class="OptionsBox"> | |
| 71 Dxy = Distance or lower bound of binned distance between Px and Py | |
| 72 <br/> Dxz = Distance or lower bound of binned distance between Px and Pz | |
| 73 <br/> Dyz = Distance or lower bound of binned distance between Py and Pz</div> | |
| 74 <div class="OptionsBox"> | |
| 75 Then:</div> | |
| 76 <div class="OptionsBox"> | |
| 77 PxDyz-PyDxz-PzDxy = Pharmacophore atom triplet IDs for atom types Px, | |
| 78 Py, and Pz</div> | |
| 79 <div class="OptionsBox"> | |
| 80 For example: H1-H1-H1, H2-HBA-H2 and so on.</div> | |
| 81 <div class="OptionsBox"> | |
| 82 For default values of Dmin = 1 , Dmax = 10 and Bsize = 2, the number of | |
| 83 <br/> distance bins, Nbins = 5, are:</div> | |
| 84 <div class="OptionsBox"> | |
| 85 [1, 2] [3, 4] [5, 6] [7, 8] [9 10]</div> | |
| 86 <div class="OptionsBox"> | |
| 87 and atom triplet basis set size is 2692.</div> | |
| 88 <div class="OptionsBox"> | |
| 89 Atom triplet basis set size for various values of Dmin, Dmax and Bsize in | |
| 90 <br/> conjunction with usage of triangle inequality is:</div> | |
| 91 <div class="OptionsBox"> | |
| 92 Dmin Dmax Bsize UseTriangleInequality TripletBasisSetSize | |
| 93 <br/> 1 10 2 No 4960 | |
| 94 <br/> 1 10 2 Yes 2692 [ Default ] | |
| 95 <br/> 2 12 2 No 8436 | |
| 96 <br/> 2 12 2 Yes 4494</div> | |
| 97 <p>Using binned distance matrix and pharmacohore atom types, occurrence of unique pharmacohore | |
| 98 atom triplets is counted.</p> | |
| 99 <p>The final pharmacophore atom triples count along with atom pair identifiers involving all non-hydrogen | |
| 100 atoms constitute pharmacophore topological atom triplets fingerprints of the molecule.</p> | |
| 101 <p>For <em>ArbitrarySize</em> value of <strong>AtomTripletsSetSizeToUse</strong>, the fingerprint vector correspond to | |
| 102 only those topological pharmacophore atom triplets which are present and have non-zero count. However, | |
| 103 for <em>FixedSize</em> value of <strong>AtomTripletsSetSizeToUse</strong>, the fingerprint vector contains all possible | |
| 104 valid topological pharmacophore atom triplets with both zero and non-zero count values.</p> | |
| 105 <p>The current release of MayaChemTools generates the following types of topological pharmacophore | |
| 106 atom triplets fingerprints vector strings:</p> | |
| 107 <div class="OptionsBox"> | |
| 108 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:ArbitrarySize: | |
| 109 <br/> MinDistance1:MaxDistance10;696;NumericalValues;IDsAndValuesString;Ar1- | |
| 110 <br/> Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-H1-H1 Ar1-H1-HBA1 Ar1 | |
| 111 <br/> -H1-HBD1 Ar1-HBA1-HBD1 H1-H1-H1 H1-H1-HBA1 H1-H1-HBD1 H1-HBA1-HBA1 H1- | |
| 112 <br/> HBA1-HBD1 H1-HBA1-NI1 H1-HBD1-NI1 HBA1-HBA1-NI1 HBA1-HBD1-NI1 Ar1-...; | |
| 113 <br/> 46 106 8 3 83 11 4 1 21 5 3 1 2 2 1 1 1 100 101 18 11 145 132 26 14 23 | |
| 114 <br/> 28 3 3 5 4 61 45 10 4 16 20 7 5 1 3 4 5 3 1 1 1 1 5 4 2 1 2 2 2 1 1 1 | |
| 115 <br/> 119 123 24 15 185 202 41 25 22 17 3 5 85 95 18 11 23 17 3 1 1 6 4 ...</div> | |
| 116 <div class="OptionsBox"> | |
| 117 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:FixedSize:MinD | |
| 118 <br/> istance1:MaxDistance10;2692;OrderedNumericalValues;ValuesString;46 106 | |
| 119 <br/> 8 3 0 0 83 11 4 0 0 0 1 0 0 0 0 0 0 0 0 21 5 3 0 0 1 2 2 0 0 1 0 0 0 | |
| 120 <br/> 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 101 18 11 0 0 145 132 26 | |
| 121 <br/> 14 0 0 23 28 3 3 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 61 45 10 4 0 | |
| 122 <br/> 0 16 20 7 5 1 0 3 4 5 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 5 ...</div> | |
| 123 <div class="OptionsBox"> | |
| 124 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:FixedSize:MinD | |
| 125 <br/> istance1:MaxDistance10;2692;OrderedNumericalValues;IDsAndValuesString; | |
| 126 <br/> Ar1-Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-Ar1-NI1 Ar1-Ar1-P | |
| 127 <br/> I1 Ar1-H1-H1 Ar1-H1-HBA1 Ar1-H1-HBD1 Ar1-H1-NI1 Ar1-H1-PI1 Ar1-HBA1-HB | |
| 128 <br/> A1 Ar1-HBA1-HBD1 Ar1-HBA1-NI1 Ar1-HBA1-PI1 Ar1-HBD1-HBD1 Ar1-HBD1-...; | |
| 129 <br/> 46 106 8 3 0 0 83 11 4 0 0 0 1 0 0 0 0 0 0 0 0 21 5 3 0 0 1 2 2 0 0 1 | |
| 130 <br/> 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 101 18 11 0 0 145 | |
| 131 <br/> 132 26 14 0 0 23 28 3 3 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 61 ...</div> | |
| 132 <p> | |
| 133 </p> | |
| 134 <h2>METHODS</h2> | |
| 135 <dl> | |
| 136 <dt><strong><a name="new" class="item"><strong>new</strong></a></strong></dt> | |
| 137 <dd> | |
| 138 <div class="OptionsBox"> | |
| 139 $TPATFP = new TopologicalPharmacophoreAtomTripletsFingerprints( | |
| 140 %NamesAndValues);</div> | |
| 141 <p>Using specified <em>TopologicalPharmacophoreAtomTripletsFingerprints</em> property names and values hash, <strong>new</strong> | |
| 142 method creates a new object and returns a reference to newly created <strong>TopologicalPharmacophoreAtomTripletsFingerprints</strong> | |
| 143 object. By default, the following properties are initialized:</p> | |
| 144 <div class="OptionsBox"> | |
| 145 Molecule = '' | |
| 146 <br/> Type = 'TopologicalPharmacophoreAtomTriplets' | |
| 147 <br/> MinDistance = 1 | |
| 148 <br/> MaxDistance = 10 | |
| 149 <br/> DistanceBinSize = 2 | |
| 150 <br/> UseTriangleInequality = 1 | |
| 151 <br/> AtomTypesToUse = ['HBD', 'HBA', 'PI', 'NI', 'H', 'Ar']</div> | |
| 152 <p>Examples:</p> | |
| 153 <div class="OptionsBox"> | |
| 154 $TPATFP = new TopologicalPharmacophoreAtomTripletsFingerprints( | |
| 155 'Molecule' => $Molecule);</div> | |
| 156 <div class="OptionsBox"> | |
| 157 $TPATFP = new TopologicalPharmacophoreAtomTripletsFingerprints( | |
| 158 'Molecule' => $Molecule, | |
| 159 'AtomTripletsSetSizeToUse' => 'ArbitrarySize'; | |
| 160 'MinDistance' => 1, | |
| 161 'MaxDistance' => 10, | |
| 162 'DistanceBinSize' => 2, | |
| 163 'AtomTypesToUse' => ['HBD', 'HBA', 'PI', 'NI', 'H', 'Ar'], | |
| 164 'UseTriangleInequality' => 1);</div> | |
| 165 <div class="OptionsBox"> | |
| 166 $TPATFP = new TopologicalPharmacophoreAtomTripletsFingerprints( | |
| 167 'Molecule' => $Molecule, | |
| 168 'AtomTripletsSetSizeToUse' => 'FixedSize'; | |
| 169 'MinDistance' => 1, | |
| 170 'MaxDistance' => 10, | |
| 171 'DistanceBinSize' => 2, | |
| 172 'AtomTypesToUse' => ['HBD', 'HBA', 'PI', 'NI', 'H', 'Ar'], | |
| 173 'UseTriangleInequality' => 1);</div> | |
| 174 <div class="OptionsBox"> | |
| 175 $TPATFP->GenerateFingerprints(); | |
| 176 <br/> print "$TPATFP\n";</div> | |
| 177 </dd> | |
| 178 <dt><strong><a name="getdescription" class="item"><strong>GetDescription</strong></a></strong></dt> | |
| 179 <dd> | |
| 180 <div class="OptionsBox"> | |
| 181 $Description = $TopologicalPharmacophoreAtomTripletsFP->GetDescription();</div> | |
| 182 <p>Returns a string containing description of topological pharmacophore atom triplets fingerprints.</p> | |
| 183 </dd> | |
| 184 <dt><strong><a name="generatefingerprints" class="item"><strong>GenerateFingerprints</strong></a></strong></dt> | |
| 185 <dd> | |
| 186 <div class="OptionsBox"> | |
| 187 $TopologicalPharmacophoreAtomTripletsFP->GenerateFingerprints();</div> | |
| 188 <p>Generates topological pharmacophore atom triplets fingerprints and returns | |
| 189 <em>TopologicalPharmacophoreAtomTripletsFP</em>.</p> | |
| 190 </dd> | |
| 191 <dt><strong><a name="getatomtripletids" class="item"><strong>GetAtomTripletIDs</strong></a></strong></dt> | |
| 192 <dd> | |
| 193 <div class="OptionsBox"> | |
| 194 $AtomTripletsIDsRef = $TopologicalPharmacophoreATFP->GetAtomTripletIDs(); | |
| 195 <br/> @AtomTripletIDs = $TopologicalPharmacophoreATFP->GetAtomTripletIDs();</div> | |
| 196 <p>Returns atom triplet IDs corresponding to atom pairs count values in topological pharmacophore | |
| 197 atom triplet fingerprints vector as an array or reference to an array.</p> | |
| 198 </dd> | |
| 199 <dt><strong><a name="atomtripletssetsizetouse" class="item"><strong>AtomTripletsSetSizeToUse</strong></a></strong></dt> | |
| 200 <dd> | |
| 201 <div class="OptionsBox"> | |
| 202 $TPAFP->AtomTripletsSetSizeToUse($Values);</div> | |
| 203 <p>Sets pharmacophore atom triplets set size to use for topological pharmacophore fingerprints | |
| 204 generation and returns <em>TopologicalPharmacophoreAtomTripletsFingerprints</em>.</p> | |
| 205 <p>Possible values for pharmacophore atom triplets set size are: <em>ArbitrarySize, FizedSize</em>. | |
| 206 Default value: <em>ArbitrarySize</em>.</p> | |
| 207 <p>For <em>ArbitrarySize</em> value of <strong>AtomTripletsSetSizeToUse</strong>, the fingerprint vector correspond to | |
| 208 only those topological pharmacophore atom triplets which are present and have non-zero count. However, | |
| 209 for <em>FixedSize</em> value of <strong>AtomTripletsSetSizeToUse</strong>, the fingerprint vector contains all possible | |
| 210 valid topological pharmacophore atom triplets with both zero and non-zero count values.</p> | |
| 211 </dd> | |
| 212 <dt><strong><a name="setatomtypestouse" class="item"><strong>SetAtomTypesToUse</strong></a></strong></dt> | |
| 213 <dd> | |
| 214 <div class="OptionsBox"> | |
| 215 $TopologicalPharmacophoreAtomTripletsFP->SetAtomTypesToUse($ValuesRef); | |
| 216 <br/> $TopologicalPharmacophoreAtomTripletsFP->SetAtomTypesToUse(@Values);</div> | |
| 217 <p>Sets pharmacophore atom types to use for topological pharmacophore fingerprints | |
| 218 generation and returns <em>TopologicalPharmacophoreAtomTripletsFingerprints</em>.</p> | |
| 219 <p>Possible values for pharmacophore atom types are: <em>Ar, CA, H, HBA, HBD, Hal, NI, PI, RA</em>. | |
| 220 Default value [ Ref 71 ] : <em>HBD,HBA,PI,NI,H,Ar</em>.</p> | |
| 221 <p>The pharmacophore atom types abbreviations correspond to:</p> | |
| 222 <div class="OptionsBox"> | |
| 223 HBD: HydrogenBondDonor | |
| 224 <br/> HBA: HydrogenBondAcceptor | |
| 225 <br/> PI : PositivelyIonizable | |
| 226 <br/> NI : NegativelyIonizable | |
| 227 <br/> Ar : Aromatic | |
| 228 <br/> Hal : Halogen | |
| 229 <br/> H : Hydrophobic | |
| 230 <br/> RA : RingAtom | |
| 231 <br/> CA : ChainAtom</div> | |
| 232 <p><em>AtomTypes::FunctionalClassAtomTypes</em> module is used to assign pharmacophore atom | |
| 233 types. It uses following definitions [ Ref 60-61, Ref 65-66 ]:</p> | |
| 234 <div class="OptionsBox"> | |
| 235 HydrogenBondDonor: NH, NH2, OH | |
| 236 <br/> HydrogenBondAcceptor: N[!H], O | |
| 237 <br/> PositivelyIonizable: +, NH2 | |
| 238 <br/> NegativelyIonizable: -, C(=O)OH, S(=O)OH, P(=O)OH</div> | |
| 239 </dd> | |
| 240 <dt><strong><a name="setdistancebinsize" class="item"><strong>SetDistanceBinSize</strong></a></strong></dt> | |
| 241 <dd> | |
| 242 <div class="OptionsBox"> | |
| 243 $TopologicalPharmacophoreAtomTripletsFP->SetDistanceBinSize($Value);</div> | |
| 244 <p>Sets distance bin size used to bin distances between atom pairs in atom triplets and returns | |
| 245 <em>TopologicalPharmacophoreAtomTriplesFP</em>.</p> | |
| 246 <p>For default <strong>MinDistance</strong> and <strong>MaxDistance</strong> values of 1 and 10 with <strong>DistanceBinSize</strong> | |
| 247 of 2 [ Ref 70 ], the following 5 distance bins are generated:</p> | |
| 248 <div class="OptionsBox"> | |
| 249 [1, 2] [3, 4] [5, 6] [7, 8] [9 10]</div> | |
| 250 <p>The lower distance bound on the distance bin is uses to bin the distance between atom pairs in | |
| 251 atom triplets. So in the previous example, atom pairs with distances 1 and 2 fall in first distance | |
| 252 bin, atom pairs with distances 3 and 4 fall in second distance bin and so on.</p> | |
| 253 <p>In order to distribute distance bins of equal size, the last bin is allowed to go past <strong>MaxDistance</strong> | |
| 254 by up to distance bin size. For example, <strong>MinDistance</strong> and <strong>MaxDistance</strong> values of 2 and 10 | |
| 255 with <strong>DistanceBinSize</strong> of 2 generates the following 6 distance bins:</p> | |
| 256 <div class="OptionsBox"> | |
| 257 [2, 3] [4, 5] [6, 7] [8, 9] [10 11]</div> | |
| 258 </dd> | |
| 259 <dt><strong><a name="setmaxdistance" class="item"><strong>SetMaxDistance</strong></a></strong></dt> | |
| 260 <dd> | |
| 261 <div class="OptionsBox"> | |
| 262 $TopologicalPharmacophoreAtomTriplesFP->SetMaxDistance($Value);</div> | |
| 263 <p>Sets maximum bond distance between atom pairs corresponding to atom triplets for | |
| 264 generating topological pharmacophore atom triplets fingerprints and returns | |
| 265 <em>TopologicalPharmacophoreAtomTriplesFP</em>.</p> | |
| 266 </dd> | |
| 267 <dt><strong><a name="setmindistance" class="item"><strong>SetMinDistance</strong></a></strong></dt> | |
| 268 <dd> | |
| 269 <div class="OptionsBox"> | |
| 270 $TopologicalPharmacophoreAtomTriplesFP->SetMinDistance($Value);</div> | |
| 271 <p>Sets minimum bond distance between atom pairs corresponding to atom triplets for | |
| 272 generating topological pharmacophore atom triplets fingerprints and returns | |
| 273 <em>TopologicalPharmacophoreAtomTriplesFP</em>.</p> | |
| 274 </dd> | |
| 275 <dt><strong><a name="stringifytopologicalpharmacophoreatomtripletsfingerprints" class="item"><strong>StringifyTopologicalPharmacophoreAtomTripletsFingerprints</strong></a></strong></dt> | |
| 276 <dd> | |
| 277 <div class="OptionsBox"> | |
| 278 $String = $TopologicalPharmacophoreAtomTripletsFingerprints-> | |
| 279 StringifyTopologicalPharmacophoreAtomTripletsFingerprints();</div> | |
| 280 <p>Returns a string containing information about <em>TopologicalPharmacophoreAtomTripletsFingerprints</em> object.</p> | |
| 281 </dd> | |
| 282 </dl> | |
| 283 <p> | |
| 284 </p> | |
| 285 <h2>AUTHOR</h2> | |
| 286 <p><a href="mailto:msud@san.rr.com">Manish Sud</a></p> | |
| 287 <p> | |
| 288 </p> | |
| 289 <h2>SEE ALSO</h2> | |
| 290 <p><a href="./Fingerprints.html">Fingerprints.pm</a>, <a href="./FingerprintsStringUtil.html">FingerprintsStringUtil.pm</a>, <a href="./AtomNeighborhoodsFingerprints.html">AtomNeighborhoodsFingerprints.pm</a>,  | |
| 291 <a href="./AtomTypesFingerprints.html">AtomTypesFingerprints.pm</a>, <a href="./EStateIndiciesFingerprints.html">EStateIndiciesFingerprints.pm</a>, <a href="./ExtendedConnectivityFingerprints.html">ExtendedConnectivityFingerprints.pm</a>,  | |
| 292 <a href="./MACCSKeys.html">MACCSKeys.pm</a>, <a href="./PathLengthFingerprints.html">PathLengthFingerprints.pm</a>, <a href="./TopologicalAtomPairsFingerprints.html">TopologicalAtomPairsFingerprints.pm</a>,  | |
| 293 <a href="./TopologicalAtomTripletsFingerprints.html">TopologicalAtomTripletsFingerprints.pm</a>, <a href="./TopologicalAtomTorsionsFingerprints.html">TopologicalAtomTorsionsFingerprints.pm</a>,  | |
| 294 <a href="./TopologicalPharmacophoreAtomPairsFingerprints.html">TopologicalPharmacophoreAtomPairsFingerprints.pm</a> | |
| 295 </p> | |
| 296 <p> | |
| 297 </p> | |
| 298 <h2>COPYRIGHT</h2> | |
| 299 <p>Copyright (C) 2015 Manish Sud. All rights reserved.</p> | |
| 300 <p>This file is part of MayaChemTools.</p> | |
| 301 <p>MayaChemTools is free software; you can redistribute it and/or modify it under | |
| 302 the terms of the GNU Lesser General Public License as published by the Free | |
| 303 Software Foundation; either version 3 of the License, or (at your option) | |
| 304 any later version.</p> | |
| 305 <p> </p><p> </p><div class="DocNav"> | |
| 306 <table width="100%" border=0 cellpadding=0 cellspacing=2> | |
| 307 <tr align="left" valign="top"><td width="33%" align="left"><a href="./TopologicalPharmacophoreAtomPairsFingerprints.html" title="TopologicalPharmacophoreAtomPairsFingerprints.html">Previous</a> <a href="./index.html" title="Table of Contents">TOC</a> <a href="./CyclesDetection.html" title="CyclesDetection.html">Next</a></td><td width="34%" align="middle"><strong>March 29, 2015</strong></td><td width="33%" align="right"><strong>Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints.pm</strong></td></tr> | |
| 308 </table> | |
| 309 </div> | |
| 310 <br /> | |
| 311 <center> | |
| 312 <img src="../../images/h2o2.png"> | |
| 313 </center> | |
| 314 </body> | |
| 315 </html> |
