基于GNN神经网络的系统仿真，具有较好的仿真效果。
资源文件列表
GNN_1_1b/GNN 1.1b/Configure.m , 39956
GNN_1_1b/GNN 1.1b/GNN.config , 2857
GNN_1_1b/GNN 1.1b/GNN_DOC.pdf , 190123
GNN_1_1b/GNN 1.1b/MLP/initializeMLP.m , 1653
GNN_1_1b/GNN 1.1b/MLP/testMLP.m , 2656
GNN_1_1b/GNN 1.1b/MLP/trainMLP.m , 4954
GNN_1_1b/GNN 1.1b/Untitled.m , 7586
GNN_1_1b/GNN 1.1b/comparisonNet/initializeComparisonNet.m , 1962
GNN_1_1b/GNN 1.1b/comparisonNet/learnComparisonNet.m , 5195
GNN_1_1b/GNN 1.1b/comparisonNet/plotComparisonNetTrainingResults.m , 613
GNN_1_1b/GNN 1.1b/comparisonNet/testComparisonNet.m , 7469
GNN_1_1b/GNN 1.1b/datasets/CliqueDataset.config , 1039
GNN_1_1b/GNN 1.1b/datasets/HalfHotDataset.config , 892
GNN_1_1b/GNN 1.1b/datasets/NeighborsDataset.config , 854
GNN_1_1b/GNN 1.1b/datasets/ParityDataset.config , 806
GNN_1_1b/GNN 1.1b/datasets/SecondOrderNeighborsDataset.config , 875
GNN_1_1b/GNN 1.1b/datasets/SubGraphMatchingDataset.config , 1120
GNN_1_1b/GNN 1.1b/datasets/TreeDepthDataset.config , 788
GNN_1_1b/GNN 1.1b/datasets/TreeDepthDataset.config.backup , 808
GNN_1_1b/GNN 1.1b/datasets/WebPagesScoringDataset.config , 868
GNN_1_1b/GNN 1.1b/datasets/makeCliqueDataset.m , 9487
GNN_1_1b/GNN 1.1b/datasets/makeCliqueDataset_fix_rand.m , 9786
GNN_1_1b/GNN 1.1b/datasets/makeGeneralDataset.m , 8650
GNN_1_1b/GNN 1.1b/datasets/makeHalfHotDataset.m , 11774
GNN_1_1b/GNN 1.1b/datasets/makeMutagenicDataset.m , 13115
GNN_1_1b/GNN 1.1b/datasets/makeNeighborsDataset.m , 9303
GNN_1_1b/GNN 1.1b/datasets/makeOddEvenDataset.m , 7952
GNN_1_1b/GNN 1.1b/datasets/makeParityDataset.m , 7941
GNN_1_1b/GNN 1.1b/datasets/makeSecondOrderNeighborsDataset.m , 9856
GNN_1_1b/GNN 1.1b/datasets/makeSubGraphDataset.m , 11308
GNN_1_1b/GNN 1.1b/datasets/makeTmpDataset.m , 1891
GNN_1_1b/GNN 1.1b/datasets/makeTreeDepthDataset.m , 9592
GNN_1_1b/GNN 1.1b/datasets/makeWebPagesScoringDataset.m , 10743
GNN_1_1b/GNN 1.1b/datasets/muta-f.pl , 390315
GNN_1_1b/GNN 1.1b/datasets/muta-u.pl , 77086
GNN_1_1b/GNN 1.1b/datasets/muta.pl , 467401
GNN_1_1b/GNN 1.1b/datasets/muta.pl_new , 357429
GNN_1_1b/GNN 1.1b/experiments/init_class.m , 432
GNN_1_1b/GNN 1.1b/experiments/save_learning.m , 1046
GNN_1_1b/GNN 1.1b/experiments/start_learning.m , 161
GNN_1_1b/GNN 1.1b/experiments/test_learning.m , 1600
GNN_1_1b/GNN 1.1b/initialization/initializeNet.m , 1547
GNN_1_1b/GNN 1.1b/isomorphism/areIsomorph.m , 1664
GNN_1_1b/GNN 1.1b/isomorphism/isomorphism.mat , 4295
GNN_1_1b/GNN 1.1b/isomorphism/mygetPR.m , 282
GNN_1_1b/GNN 1.1b/isomorphism/mytest.m , 287
GNN_1_1b/GNN 1.1b/learn.m , 552
GNN_1_1b/GNN 1.1b/neuralNetworks/backwardOneLayerLinearOutNet.m , 431
GNN_1_1b/GNN 1.1b/neuralNetworks/backwardOneLayerNet.m , 826
GNN_1_1b/GNN 1.1b/neuralNetworks/backwardTwoLayerLinearOutNet.m , 725
GNN_1_1b/GNN 1.1b/neuralNetworks/backwardTwoLayerNet.m , 982
GNN_1_1b/GNN 1.1b/neuralNetworks/forwardJacobianOneLayerLinearOutNet.m , 166
GNN_1_1b/GNN 1.1b/neuralNetworks/forwardJacobianOneLayerNet.m , 239
GNN_1_1b/GNN 1.1b/neuralNetworks/forwardOneLayerLinearOutNet.m , 698
GNN_1_1b/GNN 1.1b/neuralNetworks/forwardOneLayerNet.m , 340
GNN_1_1b/GNN 1.1b/neuralNetworks/forwardTwoLayerLinearOutNet.m , 1207
GNN_1_1b/GNN 1.1b/neuralNetworks/forwardTwoLayerNet.m , 1216
GNN_1_1b/GNN 1.1b/neuralNetworks/getDeltaJacobianOneLayerLinearOutNet.m , 368
GNN_1_1b/GNN 1.1b/neuralNetworks/getDeltaJacobianOneLayerNet.m , 521
GNN_1_1b/GNN 1.1b/neuralNetworks/getDeltaJacobianTwoLayerLinearOutNet.m , 831
GNN_1_1b/GNN 1.1b/neuralNetworks/getDeltaJacobianTwoLayerNet.m , 929
GNN_1_1b/GNN 1.1b/neuralNetworks/getJacobianOneLayerLinearOutNet.m , 781
GNN_1_1b/GNN 1.1b/neuralNetworks/getJacobianTwoLayerLinearOutNet.m , 780
GNN_1_1b/GNN 1.1b/private/displayTestRes.m , 2271
GNN_1_1b/GNN 1.1b/private/evaluateAccuracyOnGraphs.m , 652
GNN_1_1b/GNN 1.1b/private/learn_.m , 20232
GNN_1_1b/GNN 1.1b/private/test4autoassociator.m , 14720
GNN_1_1b/GNN 1.1b/private/test4autoassociator_old.m , 17292
GNN_1_1b/GNN 1.1b/private/test4autoassociator_veryold.m , 11827
GNN_1_1b/GNN 1.1b/private/test4classification.m , 12806
GNN_1_1b/GNN 1.1b/private/test4regression.m , 9993
GNN_1_1b/GNN 1.1b/private/test4uniform.m , 5827
GNN_1_1b/GNN 1.1b/save_experiment.m , 376
GNN_1_1b/GNN 1.1b/startSession.m , 72
GNN_1_1b/GNN 1.1b/systemModels/autoassociatorComputeDeltaError.m , 637
GNN_1_1b/GNN 1.1b/systemModels/autoassociatorComputeError.m , 1456
GNN_1_1b/GNN 1.1b/systemModels/linearModelInitialize.m , 1128
GNN_1_1b/GNN 1.1b/systemModels/linearModelRunBackward.m , 3807
GNN_1_1b/GNN 1.1b/systemModels/linearModelRunForward.m , 2208
GNN_1_1b/GNN 1.1b/systemModels/mseComputeDeltaError.m , 654
GNN_1_1b/GNN 1.1b/systemModels/mseComputeError.m , 1344
GNN_1_1b/GNN 1.1b/systemModels/neuralModelAutomorphComputeError.m , 1651
GNN_1_1b/GNN 1.1b/systemModels/neuralModelGetDeltaJacobian.m , 1265
GNN_1_1b/GNN 1.1b/systemModels/neuralModelGetJacobian.m , 1837
GNN_1_1b/GNN 1.1b/systemModels/neuralModelInitialize.m , 6488
GNN_1_1b/GNN 1.1b/systemModels/neuralModelQuadraticComputeDeltaError.m , 587
GNN_1_1b/GNN 1.1b/systemModels/neuralModelQuadraticComputeError.m , 1063
GNN_1_1b/GNN 1.1b/systemModels/neuralModelRunBackward.m , 1285
GNN_1_1b/GNN 1.1b/systemModels/neuralModelRunForward.m , 1555
GNN_1_1b/GNN 1.1b/systemModels/neuralModelWithProductComputeDeltaError.m , 1308
GNN_1_1b/GNN 1.1b/systemModels/neuralModelWithProductComputeError.m , 1330
GNN_1_1b/GNN 1.1b/systemModels/rankingComputeDeltaError.m , 931
GNN_1_1b/GNN 1.1b/systemModels/rankingComputeError.m , 1335
GNN_1_1b/GNN 1.1b/test.m , 1004
GNN_1_1b/GNN 1.1b/utils/AdjustFonts.m , 1588
GNN_1_1b/GNN 1.1b/utils/GNN_Help.htm , 89528
GNN_1_1b/GNN 1.1b/utils/GNN_LOGO.gif , 13284
GNN_1_1b/GNN 1.1b/utils/autoSave.m , 444
GNN_1_1b/GNN 1.1b/utils/balanceDataset.m , 2590
GNN_1_1b/GNN 1.1b/utils/checkGradient.m , 8357
GNN_1_1b/GNN 1.1b/utils/checkGradientOfFeedforwardNetwork.m , 4309
GNN_1_1b/GNN 1.1b/utils/checkGradientOfJacobian.m , 5490
GNN_1_1b/GNN 1.1b/utils/checkGradientOfJacobian_safe.m , 4049
GNN_1_1b/GNN 1.1b/utils/checkJacobian.m , 2461
GNN_1_1b/GNN 1.1b/utils/cliques.m , 1028
GNN_1_1b/GNN 1.1b/utils/computeLearningRate.m , 2879
GNN_1_1b/GNN 1.1b/utils/computeNormalizationFactors.m , 403
GNN_1_1b/GNN 1.1b/utils/connectMatrix.m , 353
GNN_1_1b/GNN 1.1b/utils/countTotEdges.py , 182
GNN_1_1b/GNN 1.1b/utils/createEdgeLabelsMatrix.m , 2481
GNN_1_1b/GNN 1.1b/utils/createEdgeLabelsMatrix2.m , 1888
GNN_1_1b/GNN 1.1b/utils/err.m , 580
GNN_1_1b/GNN 1.1b/utils/errLogSig.m , 264
GNN_1_1b/GNN 1.1b/utils/extendedKron.m , 1219
GNN_1_1b/GNN 1.1b/utils/fixHandles.m , 1416
GNN_1_1b/GNN 1.1b/utils/generateUniformGraph.m , 1091
GNN_1_1b/GNN 1.1b/utils/getPR.m , 58
GNN_1_1b/GNN 1.1b/utils/gradErrLogSig.m , 360
GNN_1_1b/GNN 1.1b/utils/isInIntervalCC.m , 215
GNN_1_1b/GNN 1.1b/utils/isInIntervalCO.m , 214
GNN_1_1b/GNN 1.1b/utils/isInIntervalOC.m , 256
GNN_1_1b/GNN 1.1b/utils/isInIntervalOO.m , 255
GNN_1_1b/GNN 1.1b/utils/loadOptimalParam.m , 282
GNN_1_1b/GNN 1.1b/utils/message.m , 756
GNN_1_1b/GNN 1.1b/utils/normalizeDataset.m , 1066
GNN_1_1b/GNN 1.1b/utils/normalizeSet.m , 1174
GNN_1_1b/GNN 1.1b/utils/normalizeSet2.m , 807
GNN_1_1b/GNN 1.1b/utils/optimizeDataset.m , 358
GNN_1_1b/GNN 1.1b/utils/pcaNodes.m , 998
GNN_1_1b/GNN 1.1b/utils/plotTrainingResults.m , 2450
GNN_1_1b/GNN 1.1b/utils/prepareDataset.m , 1375
GNN_1_1b/GNN 1.1b/utils/saveAll.m , 227
GNN_1_1b/GNN 1.1b/utils/saveFannNet.m , 6957
GNN_1_1b/GNN 1.1b/utils/saveOptimalParam.m , 359
GNN_1_1b/GNN 1.1b/utils/saveOptimalParamTxt.m , 2153
GNN_1_1b/GNN 1.1b/utils/setTestSet.m , 1628
GNN_1_1b/GNN 1.1b/utils/stili.css , 1456
GNN_1_1b/GNN 1.1b/utils/str2Int.m , 398
GNN_1_1b/GNN 1.1b/utils/str2PosInt.m , 408
GNN_1_1b/GNN 1.1b/utils/subgraphs.m , 736
GNN_1_1b/GNN 1.1b/utils/testSingle.m , 501
GNN_1_1b/GNN 1.1b/utils/warn.m , 585