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| author | deepakjadmin |
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| date | Wed, 20 Jan 2016 09:23:18 -0500 |
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| 1 NAME | |
| 2 TopologicalAtomPairsFingerprints | |
| 3 | |
| 4 SYNOPSIS | |
| 5 use Fingerprints::TopologicalAtomPairsFingerprints; | |
| 6 | |
| 7 use Fingerprints::TopologicalAtomPairsFingerprints qw(:all); | |
| 8 | |
| 9 DESCRIPTION | |
| 10 TopologicalAtomPairsFingerprints [ Ref 57, Ref 59, Ref 72 ] class | |
| 11 provides the following methods: | |
| 12 | |
| 13 new, GenerateFingerprints, GetAtomPairIDs, GetDescription, | |
| 14 SetAtomIdentifierType, SetAtomicInvariantsToUse, | |
| 15 SetFunctionalClassesToUse, SetMaxDistance, SetMinDistance, | |
| 16 StringifyTopologicalAtomPairsFingerprints | |
| 17 | |
| 18 TopologicalAtomPairsFingerprints is derived from Fingerprints class | |
| 19 which in turn is derived from ObjectProperty base class that provides | |
| 20 methods not explicitly defined in TopologicalAtomPairsFingerprints, | |
| 21 Fingerprints or ObjectProperty classes using Perl's AUTOLOAD | |
| 22 functionality. These methods are generated on-the-fly for a specified | |
| 23 object property: | |
| 24 | |
| 25 Set<PropertyName>(<PropertyValue>); | |
| 26 $PropertyValue = Get<PropertyName>(); | |
| 27 Delete<PropertyName>(); | |
| 28 | |
| 29 The current release of MayaChemTools supports generation of | |
| 30 AtomTypesFingerpritns corresponding to following AtomtomIdentifierTypes: | |
| 31 | |
| 32 AtomicInvariantsAtomTypes, DREIDINGAtomTypes, EStateAtomTypes, | |
| 33 FunctionalClassAtomTypes, MMFF94AtomTypes, SLogPAtomTypes, | |
| 34 SYBYLAtomTypes, TPSAAtomTypes, UFFAtomTypes | |
| 35 | |
| 36 Based on the values specified for AtomIdentifierType along with other | |
| 37 specified parameters such as AtomicInvariantsToUse and | |
| 38 FunctionalClassesToUse, initial atom types are assigned to all | |
| 39 non-hydrogen atoms in a molecule. Using the distance matrix for the | |
| 40 molecule and initial atom types assigned to non-hydrogen atoms, all | |
| 41 unique atom pairs within MinDistance and MaxDistance are identified and | |
| 42 counted. An atom pair identifier is generated for each unique atom pair; | |
| 43 the format of atom pair identifier is: | |
| 44 | |
| 45 <AtomType1>-D<n>-<AtomType2> | |
| 46 | |
| 47 AtomType1, AtomType2: Atom types assigned to atom1 and atom2 | |
| 48 D: Distance between atom1 and atom2 | |
| 49 | |
| 50 where AtomType1 <= AtomType2 | |
| 51 | |
| 52 The atom pair identifiers for all unique atom pairs corresponding to | |
| 53 non-hydrogen atoms constitute topological atom pairs fingerprints of the | |
| 54 molecule. | |
| 55 | |
| 56 The current release of MayaChemTools generates the following types of | |
| 57 topological atom pairs fingerprints vector strings: | |
| 58 | |
| 59 FingerprintsVector;TopologicalAtomPairs:AtomicInvariantsAtomTypes:MinD | |
| 60 istance1:MaxDistance10;223;NumericalValues;IDsAndValuesString;C.X1.BO1 | |
| 61 .H3-D1-C.X3.BO3.H1 C.X2.BO2.H2-D1-C.X2.BO2.H2 C.X2.BO2.H2-D1-C.X3.BO3. | |
| 62 H1 C.X2.BO2.H2-D1-C.X3.BO4 C.X2.BO2.H2-D1-N.X3.BO3 C.X2.BO3.H1-D1-...; | |
| 63 2 1 4 1 1 10 8 1 2 6 1 2 2 1 2 1 2 2 1 2 1 5 1 10 12 2 2 1 2 1 9 1 3 1 | |
| 64 1 1 2 2 1 3 6 1 6 14 2 2 2 3 1 3 1 8 2 2 1 3 2 6 1 2 2 5 1 3 1 23 1... | |
| 65 | |
| 66 FingerprintsVector;TopologicalAtomPairs:AtomicInvariantsAtomTypes:MinD | |
| 67 istance1:MaxDistance10;223;NumericalValues;IDsAndValuesPairsString;C.X | |
| 68 1.BO1.H3-D1-C.X3.BO3.H1 2 C.X2.BO2.H2-D1-C.X2.BO2.H2 1 C.X2.BO2.H2-D1- | |
| 69 C.X3.BO3.H1 4 C.X2.BO2.H2-D1-C.X3.BO4 1 C.X2.BO2.H2-D1-N.X3.BO3 1 C.X2 | |
| 70 .BO3.H1-D1-C.X2.BO3.H1 10 C.X2.BO3.H1-D1-C.X3.BO4 8 C.X3.BO3.H1-D1-C.X | |
| 71 3.BO4 1 C.X3.BO3.H1-D1-O.X1.BO1.H1 2 C.X3.BO4-D1-C.X3.BO4 6 C.X3.BO... | |
| 72 | |
| 73 FingerprintsVector;TopologicalAtomPairs:DREIDINGAtomTypes:MinDistance1 | |
| 74 :MaxDistance10;157;NumericalValues;IDsAndValuesString;C_2-D1-C_3 C_2-D | |
| 75 1-C_R C_2-D1-N_3 C_2-D1-O_2 C_2-D1-O_3 C_3-D1-C_3 C_3-D1-C_R C_3-D1-N_ | |
| 76 R C_3-D1-O_3 C_R-D1-C_R C_R-D1-F_ C_R-D1-N_3 C_R-D1-N_R C_2-D2-C_3 C_2 | |
| 77 1 1 1 2 1 7 1 1 2 23 1 1 2 1 3 5 5 2 1 5 28 2 3 3 1 1 1 2 4 1 1 4 9 3 | |
| 78 1 4 24 2 4 3 3 4 5 5 14 1 1 2 3 22 1 3 4 4 1 1 1 1 2 2 5 1 4 21 3 1... | |
| 79 | |
| 80 FingerprintsVector;TopologicalAtomPairs:EStateAtomTypes:MinDistance1:M | |
| 81 axDistance10;251;NumericalValues;IDsAndValuesString;aaCH-D1-aaCH aaCH- | |
| 82 D1-aasC aasC-D1-aasC aasC-D1-aasN aasC-D1-dssC aasC-D1-sF aasC-D1-ssNH | |
| 83 aasC-D1-sssCH aasN-D1-ssCH2 dO-D1-dssC dssC-D1-sOH dssC-D1-ssCH2 d...; | |
| 84 10 8 5 2 1 1 1 1 1 2 1 1 1 2 2 1 4 10 12 2 2 6 3 1 3 2 2 1 1 1 1 1 1 1 | |
| 85 1 1 5 2 1 1 6 12 2 2 2 2 6 1 3 2 2 5 2 2 1 2 1 1 1 1 1 1 3 1 3 19 2... | |
| 86 | |
| 87 FingerprintsVector;TopologicalAtomPairs:FunctionalClassAtomTypes:MinDi | |
| 88 stance1:MaxDistance10;144;NumericalValues;IDsAndValuesString;Ar-D1-Ar | |
| 89 Ar-D1-Ar.HBA Ar-D1-HBD Ar-D1-Hal Ar-D1-None Ar.HBA-D1-None HBA-D1-NI H | |
| 90 BA-D1-None HBA.HBD-D1-NI HBA.HBD-D1-None HBD-D1-None NI-D1-None No...; | |
| 91 23 2 1 1 2 1 1 1 1 2 1 1 7 28 3 1 3 2 8 2 1 1 1 5 1 5 24 3 3 4 2 13 4 | |
| 92 1 1 4 1 5 22 4 4 3 1 19 1 1 1 1 1 2 2 3 1 1 8 25 4 5 2 3 1 26 1 4 1 ... | |
| 93 | |
| 94 FingerprintsVector;TopologicalAtomPairs:MMFF94AtomTypes:MinDistance1:M | |
| 95 axDistance10;227;NumericalValues;IDsAndValuesPairsString;C5A-D1-C5B 2 | |
| 96 C5A-D1-CB 1 C5A-D1-CR 1 C5A-D1-N5 2 C5B-D1-C5B 1 C5B-D1-C=ON 1 C5B-D1- | |
| 97 CB 1 C=ON-D1-NC=O 1 C=ON-D1-O=CN 1 CB-D1-CB 18 CB-D1-F 1 CB-D1-NC=O 1 | |
| 98 COO-D1-CR 1 COO-D1-O=CO 1 COO-D1-OC=O 1 CR-D1-CR 7 CR-D1-N5 1 CR-D1-OR | |
| 99 2 C5A-D2-C5A 1 C5A-D2-C5B 2 C5A-D2-C=ON 1 C5A-D2-CB 3 C5A-D2-CR 4 ... | |
| 100 | |
| 101 FingerprintsVector;TopologicalAtomPairs:SLogPAtomTypes:MinDistance1:Ma | |
| 102 xDistance10;329;NumericalValues;IDsAndValuesPairsString;C1-D1-C10 1 C1 | |
| 103 -D1-C11 2 C1-D1-C5 1 C1-D1-CS 4 C10-D1-N11 1 C11-D1-C21 1 C14-D1-C18 2 | |
| 104 C14-D1-F 1 C18-D1-C18 10 C18-D1-C20 4 C18-D1-C22 2 C20-D1-C20 3 C20-D | |
| 105 1-C21 1 C20-D1-N11 1 C21-D1-C21 1 C21-D1-C5 1 C21-D1-N11 1 C22-D1-N4 1 | |
| 106 C5-D1-N4 1 C5-D1-O10 1 C5-D1-O2 1 C5-D1-O9 1 CS-D1-O2 2 C1-D2-C1 3... | |
| 107 | |
| 108 FingerprintsVector;TopologicalAtomPairs:SYBYLAtomTypes:MinDistance1:Ma | |
| 109 xDistance10;159;NumericalValues;IDsAndValuesPairsString;C.2-D1-C.3 1 C | |
| 110 .2-D1-C.ar 1 C.2-D1-N.am 1 C.2-D1-O.2 1 C.2-D1-O.co2 2 C.3-D1-C.3 7 C. | |
| 111 3-D1-C.ar 1 C.3-D1-N.ar 1 C.3-D1-O.3 2 C.ar-D1-C.ar 23 C.ar-D1-F 1 C.a | |
| 112 r-D1-N.am 1 C.ar-D1-N.ar 2 C.2-D2-C.3 1 C.2-D2-C.ar 3 C.3-D2-C.3 5 C.3 | |
| 113 -D2-C.ar 5 C.3-D2-N.ar 2 C.3-D2-O.3 4 C.3-D2-O.co2 2 C.ar-D2-C.ar 2... | |
| 114 | |
| 115 FingerprintsVector;TopologicalAtomPairs:TPSAAtomTypes:MinDistance1:Max | |
| 116 Distance10;64;NumericalValues;IDsAndValuesPairsString;N21-D1-None 3 N7 | |
| 117 -D1-None 2 None-D1-None 34 None-D1-O3 2 None-D1-O4 3 N21-D2-None 5 N7- | |
| 118 D2-None 3 N7-D2-O3 1 None-D2-None 44 None-D2-O3 2 None-D2-O4 5 O3-D2-O | |
| 119 4 1 N21-D3-None 7 N7-D3-None 4 None-D3-None 45 None-D3-O3 4 None-D3-O4 | |
| 120 5 N21-D4-N7 1 N21-D4-None 5 N21-D4-O3 1 N21-D4-O4 1 N7-D4-None 4 N... | |
| 121 | |
| 122 FingerprintsVector;TopologicalAtomPairs:UFFAtomTypes:MinDistance1:MaxD | |
| 123 istance10;157;NumericalValues;IDsAndValuesPairsString;C_2-D1-C_3 1 C_2 | |
| 124 -D1-C_R 1 C_2-D1-N_3 1 C_2-D1-O_2 2 C_2-D1-O_3 1 C_3-D1-C_3 7 C_3-D1-C | |
| 125 _R 1 C_3-D1-N_R 1 C_3-D1-O_3 2 C_R-D1-C_R 23 C_R-D1-F_ 1 C_R-D1-N_3 1 | |
| 126 C_R-D1-N_R 2 C_2-D2-C_3 1 C_2-D2-C_R 3 C_3-D2-C_3 5 C_3-D2-C_R 5 C_3-D | |
| 127 2-N_R 2 C_3-D2-O_2 1 C_3-D2-O_3 5 C_R-D2-C_R 28 C_R-D2-F_ 2 C_R-D2-... | |
| 128 | |
| 129 METHODS | |
| 130 new | |
| 131 $NewTopologicalAtomPairsFingerprints = new TopologicalAtomPairsFingerprints( | |
| 132 %NamesAndValues); | |
| 133 | |
| 134 Using specified *TopologicalAtomPairsFingerprints* property names | |
| 135 and values hash, new method creates a new object and returns a | |
| 136 reference to newly created TopologicalAtomPairsFingerprints object. | |
| 137 By default, the following properties are initialized: | |
| 138 | |
| 139 Molecule = '' | |
| 140 Type = 'TopologicalAtomPairs' | |
| 141 MinDistance = 1 | |
| 142 MaxDistance = 10 | |
| 143 AtomIdentifierType = '' | |
| 144 AtomicInvariantsToUse = ['AS', 'X', 'BO', 'H', 'FC'] | |
| 145 FunctionalClassesToUse = ['HBD', 'HBA', 'PI', 'NI', 'Ar', 'Hal'] | |
| 146 | |
| 147 Examples: | |
| 148 | |
| 149 $TopologicalAtomPairsFingerprints = new TopologicalAtomPairsFingerprints( | |
| 150 'Molecule' => $Molecule, | |
| 151 'AtomIdentifierType' => | |
| 152 'AtomicInvariantsAtomTypes'); | |
| 153 | |
| 154 $TopologicalAtomPairsFingerprints = new TopologicalAtomPairsFingerprints( | |
| 155 'Molecule' => $Molecule, | |
| 156 'MinDistance' => 1, | |
| 157 'MaxDistance' => 10, | |
| 158 'AtomIdentifierType' => | |
| 159 'AtomicInvariantsAtomTypes', | |
| 160 'AtomicInvariantsToUse' => | |
| 161 ['AS', 'X', 'BO', 'H', 'FC'] ); | |
| 162 | |
| 163 $TopologicalAtomPairsFingerprints = new TopologicalAtomPairsFingerprints( | |
| 164 'Molecule' => $Molecule, | |
| 165 'AtomIdentifierType' => | |
| 166 'EStateAtomTypes'); | |
| 167 | |
| 168 $TopologicalAtomPairsFingerprints = new TopologicalAtomPairsFingerprints( | |
| 169 'Molecule' => $Molecule, | |
| 170 'AtomIdentifierType' => | |
| 171 'SLogPAtomTypes'); | |
| 172 | |
| 173 $TopologicalAtomPairsFingerprints = new TopologicalAtomPairsFingerprints( | |
| 174 'Molecule' => $Molecule, | |
| 175 'MinDistance' => 1, | |
| 176 'MaxDistance' => 10, | |
| 177 'AtomIdentifierType' => | |
| 178 'FunctionalClassAtomTypes', | |
| 179 'FunctionalClassesToUse' => | |
| 180 ['HBD', 'HBA', 'PI', 'NI', 'Ar', 'Hal']); | |
| 181 | |
| 182 | |
| 183 $TopologicalAtomPairsFingerprints->GenerateFingerprints(); | |
| 184 print "$TopologicalAtomPairsFingerprints\n"; | |
| 185 | |
| 186 GetDescription | |
| 187 $Description = $TopologicalAtomPairsFingerprints->GetDescription(); | |
| 188 | |
| 189 Returns a string containing description of topological atom pairs | |
| 190 fingerprints fingerprints. | |
| 191 | |
| 192 GenerateFingerprints | |
| 193 $TopologicalAtomPairsFingerprints->GenerateFingerprints(); | |
| 194 | |
| 195 Generates topological atom pairs fingerprints and returns | |
| 196 *TopologicalAtomPairsFingerprints*. | |
| 197 | |
| 198 GetAtomPairIDs | |
| 199 $AtomPairIDsRef = $TopologicalAtomPairsFingerprints->GetAtomPairIDs(); | |
| 200 @AtomPairIDs = $TopologicalAtomPairsFingerprints->GetAtomPairIDs(); | |
| 201 | |
| 202 Returns atom pair IDs corresponding to atom pairs count values in | |
| 203 topological atom pairs fingerprints vector as an array or reference | |
| 204 to an array. | |
| 205 | |
| 206 SetAtomIdentifierType | |
| 207 $TopologicalAtomPairsFingerprints->SetAtomIdentifierType($IdentifierType); | |
| 208 | |
| 209 Sets atom *IdentifierType* to use during atom pairs fingerprints | |
| 210 generation and returns *TopologicalAtomPairsFingerprints*. | |
| 211 | |
| 212 Possible values: *AtomicInvariantsAtomTypes, DREIDINGAtomTypes, | |
| 213 EStateAtomTypes, FunctionalClassAtomTypes, MMFF94AtomTypes, | |
| 214 SLogPAtomTypes, SYBYLAtomTypes, TPSAAtomTypes, UFFAtomTypes*. | |
| 215 | |
| 216 SetAtomicInvariantsToUse | |
| 217 $TopologicalAtomPairsFingerprints->SetAtomicInvariantsToUse($ValuesRef); | |
| 218 $TopologicalAtomPairsFingerprints->SetAtomicInvariantsToUse(@Values); | |
| 219 | |
| 220 Sets atomic invariants to use during *AtomicInvariantsAtomTypes* | |
| 221 value of *AtomIdentifierType* for topological atom pairs | |
| 222 fingerprints generation and returns | |
| 223 *TopologicalAtomPairsFingerprints*. | |
| 224 | |
| 225 Possible values for atomic invariants are: *AS, X, BO, LBO, SB, DB, | |
| 226 TB, H, Ar, RA, FC, MN, SM*. Default value: *AS,X,BO,H,FC*. | |
| 227 | |
| 228 The atomic invariants abbreviations correspond to: | |
| 229 | |
| 230 AS = Atom symbol corresponding to element symbol | |
| 231 | |
| 232 X<n> = Number of non-hydrogen atom neighbors or heavy atoms | |
| 233 BO<n> = Sum of bond orders to non-hydrogen atom neighbors or heavy atoms | |
| 234 LBO<n> = Largest bond order of non-hydrogen atom neighbors or heavy atoms | |
| 235 SB<n> = Number of single bonds to non-hydrogen atom neighbors or heavy atoms | |
| 236 DB<n> = Number of double bonds to non-hydrogen atom neighbors or heavy atoms | |
| 237 TB<n> = Number of triple bonds to non-hydrogen atom neighbors or heavy atoms | |
| 238 H<n> = Number of implicit and explicit hydrogens for atom | |
| 239 Ar = Aromatic annotation indicating whether atom is aromatic | |
| 240 RA = Ring atom annotation indicating whether atom is a ring | |
| 241 FC<+n/-n> = Formal charge assigned to atom | |
| 242 MN<n> = Mass number indicating isotope other than most abundant isotope | |
| 243 SM<n> = Spin multiplicity of atom. Possible values: 1 (singlet), 2 (doublet) or | |
| 244 3 (triplet) | |
| 245 | |
| 246 Atom type generated by AtomTypes::AtomicInvariantsAtomTypes class | |
| 247 corresponds to: | |
| 248 | |
| 249 AS.X<n>.BO<n>.LBO<n>.<SB><n>.<DB><n>.<TB><n>.H<n>.Ar.RA.FC<+n/-n>.MN<n>.SM<n> | |
| 250 | |
| 251 Except for AS which is a required atomic invariant in atom types, | |
| 252 all other atomic invariants are optional. Atom type specification | |
| 253 doesn't include atomic invariants with zero or undefined values. | |
| 254 | |
| 255 In addition to usage of abbreviations for specifying atomic | |
| 256 invariants, the following descriptive words are also allowed: | |
| 257 | |
| 258 X : NumOfNonHydrogenAtomNeighbors or NumOfHeavyAtomNeighbors | |
| 259 BO : SumOfBondOrdersToNonHydrogenAtoms or SumOfBondOrdersToHeavyAtoms | |
| 260 LBO : LargestBondOrderToNonHydrogenAtoms or LargestBondOrderToHeavyAtoms | |
| 261 SB : NumOfSingleBondsToNonHydrogenAtoms or NumOfSingleBondsToHeavyAtoms | |
| 262 DB : NumOfDoubleBondsToNonHydrogenAtoms or NumOfDoubleBondsToHeavyAtoms | |
| 263 TB : NumOfTripleBondsToNonHydrogenAtoms or NumOfTripleBondsToHeavyAtoms | |
| 264 H : NumOfImplicitAndExplicitHydrogens | |
| 265 Ar : Aromatic | |
| 266 RA : RingAtom | |
| 267 FC : FormalCharge | |
| 268 MN : MassNumber | |
| 269 SM : SpinMultiplicity | |
| 270 | |
| 271 *AtomTypes::AtomicInvariantsAtomTypes* module is used to assign | |
| 272 atomic invariant atom types. | |
| 273 | |
| 274 SetFunctionalClassesToUse | |
| 275 $TopologicalAtomPairsFingerprints->SetFunctionalClassesToUse($ValuesRef); | |
| 276 $TopologicalAtomPairsFingerprints->SetFunctionalClassesToUse(@Values); | |
| 277 | |
| 278 Sets functional classes invariants to use during | |
| 279 *FunctionalClassAtomTypes* value of *AtomIdentifierType* for | |
| 280 topological atom pairs fingerprints generation and returns | |
| 281 *TopologicalAtomPairsFingerprints*. | |
| 282 | |
| 283 Possible values for atom functional classes are: *Ar, CA, H, HBA, | |
| 284 HBD, Hal, NI, PI, RA*. Default value [ Ref 24 ]: | |
| 285 *HBD,HBA,PI,NI,Ar,Hal*. | |
| 286 | |
| 287 The functional class abbreviations correspond to: | |
| 288 | |
| 289 HBD: HydrogenBondDonor | |
| 290 HBA: HydrogenBondAcceptor | |
| 291 PI : PositivelyIonizable | |
| 292 NI : NegativelyIonizable | |
| 293 Ar : Aromatic | |
| 294 Hal : Halogen | |
| 295 H : Hydrophobic | |
| 296 RA : RingAtom | |
| 297 CA : ChainAtom | |
| 298 | |
| 299 Functional class atom type specification for an atom corresponds to: | |
| 300 | |
| 301 Ar.CA.H.HBA.HBD.Hal.NI.PI.RA or None | |
| 302 | |
| 303 *AtomTypes::FunctionalClassAtomTypes* module is used to assign | |
| 304 functional class atom types. It uses following definitions [ Ref | |
| 305 60-61, Ref 65-66 ]: | |
| 306 | |
| 307 HydrogenBondDonor: NH, NH2, OH | |
| 308 HydrogenBondAcceptor: N[!H], O | |
| 309 PositivelyIonizable: +, NH2 | |
| 310 NegativelyIonizable: -, C(=O)OH, S(=O)OH, P(=O)OH | |
| 311 | |
| 312 SetMaxDistance | |
| 313 $TopologicalAtomPairsFingerprints->SetMaxDistance($Distance); | |
| 314 | |
| 315 Sets maximum distance to use during topological atom pairs | |
| 316 fingerprints generation and returns | |
| 317 *TopologicalAtomPairsFingerprints*. | |
| 318 | |
| 319 SetMinDistance | |
| 320 $TopologicalAtomPairsFingerprints->SetMinDistance($Distance); | |
| 321 | |
| 322 Sets minimum distance to use during topological atom pairs | |
| 323 fingerprints generation and returns | |
| 324 *TopologicalAtomPairsFingerprints*. | |
| 325 | |
| 326 StringifyTopologicalAtomPairsFingerprints | |
| 327 $String = $TopologicalAtomPairsFingerprints-> | |
| 328 StringifyTopologicalAtomPairsFingerprints(); | |
| 329 | |
| 330 Returns a string containing information about | |
| 331 *TopologicalAtomPairsFingerprints* object. | |
| 332 | |
| 333 AUTHOR | |
| 334 Manish Sud <msud@san.rr.com> | |
| 335 | |
| 336 SEE ALSO | |
| 337 Fingerprints.pm, FingerprintsStringUtil.pm, | |
| 338 AtomNeighborhoodsFingerprints.pm, AtomTypesFingerprints.pm, | |
| 339 EStateIndiciesFingerprints.pm, ExtendedConnectivityFingerprints.pm, | |
| 340 MACCSKeys.pm, PathLengthFingerprints.pm, | |
| 341 TopologicalAtomTripletsFingerprints.pm, | |
| 342 TopologicalAtomTorsionsFingerprints.pm, | |
| 343 TopologicalPharmacophoreAtomPairsFingerprints.pm, | |
| 344 TopologicalPharmacophoreAtomTripletsFingerprints.pm | |
| 345 | |
| 346 COPYRIGHT | |
| 347 Copyright (C) 2015 Manish Sud. All rights reserved. | |
| 348 | |
| 349 This file is part of MayaChemTools. | |
| 350 | |
| 351 MayaChemTools is free software; you can redistribute it and/or modify it | |
| 352 under the terms of the GNU Lesser General Public License as published by | |
| 353 the Free Software Foundation; either version 3 of the License, or (at | |
| 354 your option) any later version. | |
| 355 |
