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Name: root-tmva | Distribution: Mageia |
Version: 6.26.10 | Vendor: Mageia.Org |
Release: 7.mga10 | Build date: Sun Jan 28 23:35:14 2024 |
Group: Sciences/Physics | Build host: localhost |
Size: 8189527 | Source RPM: root-6.26.10-7.mga10.src.rpm |
Packager: daviddavid <daviddavid> | |
Url: https://root.cern/ | |
Summary: Toolkit for multivariate data analysis |
The Toolkit for Multivariate Analysis (TMVA) provides a ROOT-integrated environment for the parallel processing and evaluation of MVA techniques to discriminate signal from background samples. It presently includes (ranked by complexity): * Rectangular cut optimization * Correlated likelihood estimator (PDE approach) * Multi-dimensional likelihood estimator (PDE - range-search approach) * Fisher (and Mahalanobis) discriminant * H-Matrix (chi-squared) estimator * Artificial Neural Network (two different implementations) * Boosted Decision Trees The TMVA package includes an implementation for each of these discrimination techniques, their training and testing (performance evaluation). In addition all these methods can be tested in parallel, and hence their performance on a particular data set may easily be compared.
BSD
* Sun Jan 28 2024 daviddavid <daviddavid> 6.26.10-7.mga10 + Revision: 2035690 - rebuild for tbb 2021.11.0 * Fri Dec 29 2023 joequant <joequant> 6.26.10-6.mga10 + Revision: 2023528 - update to py3.12 * Fri Jun 16 2023 daviddavid <daviddavid> 6.26.10-5.mga9 + Revision: 1962142 - drop sqlite2 build dependency * Thu Dec 29 2022 daviddavid <daviddavid> 6.26.10-4.mga9 + Revision: 1927521 - rebuild for new gsl 2.7.1 * Thu Dec 22 2022 wally <wally> 6.26.10-3.mga9 + Revision: 1925798 - rebuild for protobuf 21.12 * Sun Dec 04 2022 eatdirt <eatdirt> 6.26.10-2.mga9 + Revision: 1917869 - Rebuild for new cfitsio * Fri Dec 02 2022 joequant <joequant> 6.26.10-1.mga9 + Revision: 1913954 - update to 6.26.10 * Mon Oct 03 2022 joequant <joequant> 6.26.06-1.mga9 + Revision: 1894469 - update 6.26.06 * Sun Jul 10 2022 joequant <joequant> 6.26.04-1.mga9 + Revision: 1868218 - update to 6.26.04 * Sat Apr 23 2022 joequant <joequant> 6.26.02-1.mga9 + Revision: 1852843 - update to 6.26.02 * Fri Apr 22 2022 joequant <joequant> 6.24.06-4.mga9 + Revision: 1852633 - compile with gcc-12 and add z3 + umeabot <umeabot> - Mageia 9 Mass Rebuild * Thu Feb 17 2022 tv <tv> 6.24.06-2.mga9 + Revision: 1778526 - Rebuild for python-3.10
/usr/include/root/TMVA /usr/include/root/TMVA/BDTEventWrapper.h /usr/include/root/TMVA/BinarySearchTree.h /usr/include/root/TMVA/BinarySearchTreeNode.h /usr/include/root/TMVA/BinaryTree.h /usr/include/root/TMVA/CCPruner.h /usr/include/root/TMVA/CCTreeWrapper.h /usr/include/root/TMVA/ClassInfo.h /usr/include/root/TMVA/Classification.h /usr/include/root/TMVA/ClassifierFactory.h /usr/include/root/TMVA/Config.h /usr/include/root/TMVA/Configurable.h /usr/include/root/TMVA/ConvergenceTest.h /usr/include/root/TMVA/CostComplexityPruneTool.h /usr/include/root/TMVA/CrossEntropy.h /usr/include/root/TMVA/CrossValidation.h /usr/include/root/TMVA/CvSplit.h /usr/include/root/TMVA/DNN /usr/include/root/TMVA/DNN/Adadelta.h /usr/include/root/TMVA/DNN/Adagrad.h /usr/include/root/TMVA/DNN/Adam.h /usr/include/root/TMVA/DNN/Architectures /usr/include/root/TMVA/DNN/Architectures/Cpu /usr/include/root/TMVA/DNN/Architectures/Cpu.h /usr/include/root/TMVA/DNN/Architectures/Cpu/Blas.h /usr/include/root/TMVA/DNN/Architectures/Cpu/CpuBuffer.h /usr/include/root/TMVA/DNN/Architectures/Cpu/CpuMatrix.h /usr/include/root/TMVA/DNN/Architectures/Cpu/CpuTensor.h /usr/include/root/TMVA/DNN/Architectures/Reference /usr/include/root/TMVA/DNN/Architectures/Reference.h /usr/include/root/TMVA/DNN/Architectures/Reference/DataLoader.h /usr/include/root/TMVA/DNN/Architectures/Reference/TensorDataLoader.h /usr/include/root/TMVA/DNN/Architectures/TCudnn.h /usr/include/root/TMVA/DNN/BatchNormLayer.h /usr/include/root/TMVA/DNN/CNN/ContextHandles.h /usr/include/root/TMVA/DNN/CNN/ConvLayer.h /usr/include/root/TMVA/DNN/CNN/MaxPoolLayer.h /usr/include/root/TMVA/DNN/DLMinimizers.h /usr/include/root/TMVA/DNN/DataLoader.h /usr/include/root/TMVA/DNN/DeepNet.h /usr/include/root/TMVA/DNN/DenseLayer.h /usr/include/root/TMVA/DNN/Functions.h /usr/include/root/TMVA/DNN/GeneralLayer.h /usr/include/root/TMVA/DNN/Layer.h /usr/include/root/TMVA/DNN/Minimizers.h /usr/include/root/TMVA/DNN/Net.h /usr/include/root/TMVA/DNN/Optimizer.h /usr/include/root/TMVA/DNN/RMSProp.h /usr/include/root/TMVA/DNN/RNN/GRULayer.h /usr/include/root/TMVA/DNN/RNN/LSTMLayer.h /usr/include/root/TMVA/DNN/RNN/RNNLayer.h /usr/include/root/TMVA/DNN/ReshapeLayer.h /usr/include/root/TMVA/DNN/SGD.h /usr/include/root/TMVA/DNN/TensorDataLoader.h /usr/include/root/TMVA/DataInputHandler.h /usr/include/root/TMVA/DataLoader.h /usr/include/root/TMVA/DataSet.h /usr/include/root/TMVA/DataSetFactory.h /usr/include/root/TMVA/DataSetInfo.h /usr/include/root/TMVA/DataSetManager.h /usr/include/root/TMVA/DecisionTree.h /usr/include/root/TMVA/DecisionTreeNode.h /usr/include/root/TMVA/Envelope.h /usr/include/root/TMVA/Event.h /usr/include/root/TMVA/Executor.h /usr/include/root/TMVA/ExpectedErrorPruneTool.h /usr/include/root/TMVA/Factory.h /usr/include/root/TMVA/FitterBase.h /usr/include/root/TMVA/GeneticAlgorithm.h /usr/include/root/TMVA/GeneticFitter.h /usr/include/root/TMVA/GeneticGenes.h /usr/include/root/TMVA/GeneticPopulation.h /usr/include/root/TMVA/GeneticRange.h /usr/include/root/TMVA/GiniIndex.h /usr/include/root/TMVA/GiniIndexWithLaplace.h /usr/include/root/TMVA/HyperParameterOptimisation.h /usr/include/root/TMVA/IFitterTarget.h /usr/include/root/TMVA/IMethod.h /usr/include/root/TMVA/IPruneTool.h /usr/include/root/TMVA/Interval.h /usr/include/root/TMVA/KDEKernel.h /usr/include/root/TMVA/LDA.h /usr/include/root/TMVA/LogInterval.h /usr/include/root/TMVA/LossFunction.h /usr/include/root/TMVA/MCFitter.h /usr/include/root/TMVA/MethodANNBase.h /usr/include/root/TMVA/MethodBDT.h /usr/include/root/TMVA/MethodBase.h /usr/include/root/TMVA/MethodBayesClassifier.h /usr/include/root/TMVA/MethodBoost.h /usr/include/root/TMVA/MethodCFMlpANN.h /usr/include/root/TMVA/MethodCFMlpANN_Utils.h /usr/include/root/TMVA/MethodCFMlpANN_def.h /usr/include/root/TMVA/MethodCategory.h /usr/include/root/TMVA/MethodCompositeBase.h /usr/include/root/TMVA/MethodCrossValidation.h /usr/include/root/TMVA/MethodCuts.h /usr/include/root/TMVA/MethodDL.h /usr/include/root/TMVA/MethodDNN.h /usr/include/root/TMVA/MethodDT.h /usr/include/root/TMVA/MethodFDA.h /usr/include/root/TMVA/MethodFisher.h /usr/include/root/TMVA/MethodHMatrix.h /usr/include/root/TMVA/MethodKNN.h /usr/include/root/TMVA/MethodLD.h /usr/include/root/TMVA/MethodLikelihood.h /usr/include/root/TMVA/MethodMLP.h /usr/include/root/TMVA/MethodPDEFoam.h /usr/include/root/TMVA/MethodPDERS.h /usr/include/root/TMVA/MethodRuleFit.h /usr/include/root/TMVA/MethodSVM.h /usr/include/root/TMVA/MethodTMlpANN.h /usr/include/root/TMVA/MinuitFitter.h /usr/include/root/TMVA/MinuitWrapper.h /usr/include/root/TMVA/MisClassificationError.h /usr/include/root/TMVA/ModulekNN.h /usr/include/root/TMVA/Monitoring.h /usr/include/root/TMVA/MsgLogger.h /usr/include/root/TMVA/NeuralNet.h /usr/include/root/TMVA/NeuralNet.icc /usr/include/root/TMVA/Node.h /usr/include/root/TMVA/NodekNN.h /usr/include/root/TMVA/OptimizeConfigParameters.h /usr/include/root/TMVA/Option.h /usr/include/root/TMVA/OptionMap.h /usr/include/root/TMVA/PDEFoam.h /usr/include/root/TMVA/PDEFoamCell.h /usr/include/root/TMVA/PDEFoamDecisionTree.h /usr/include/root/TMVA/PDEFoamDecisionTreeDensity.h /usr/include/root/TMVA/PDEFoamDensityBase.h /usr/include/root/TMVA/PDEFoamDiscriminant.h /usr/include/root/TMVA/PDEFoamDiscriminantDensity.h /usr/include/root/TMVA/PDEFoamEvent.h /usr/include/root/TMVA/PDEFoamEventDensity.h /usr/include/root/TMVA/PDEFoamKernelBase.h /usr/include/root/TMVA/PDEFoamKernelGauss.h /usr/include/root/TMVA/PDEFoamKernelLinN.h /usr/include/root/TMVA/PDEFoamKernelTrivial.h /usr/include/root/TMVA/PDEFoamMultiTarget.h /usr/include/root/TMVA/PDEFoamTarget.h /usr/include/root/TMVA/PDEFoamTargetDensity.h /usr/include/root/TMVA/PDEFoamVect.h /usr/include/root/TMVA/PDF.h /usr/include/root/TMVA/Pattern.h /usr/include/root/TMVA/QuickMVAProbEstimator.h /usr/include/root/TMVA/RBDT.hxx /usr/include/root/TMVA/RInferenceUtils.hxx /usr/include/root/TMVA/ROCCalc.h /usr/include/root/TMVA/ROCCurve.h /usr/include/root/TMVA/RReader.hxx /usr/include/root/TMVA/RStandardScaler.hxx /usr/include/root/TMVA/RTensor.hxx /usr/include/root/TMVA/RTensorUtils.hxx /usr/include/root/TMVA/Ranking.h /usr/include/root/TMVA/Reader.h /usr/include/root/TMVA/RegressionVariance.h /usr/include/root/TMVA/Results.h /usr/include/root/TMVA/ResultsClassification.h /usr/include/root/TMVA/ResultsMulticlass.h /usr/include/root/TMVA/ResultsRegression.h /usr/include/root/TMVA/RootFinder.h /usr/include/root/TMVA/Rule.h /usr/include/root/TMVA/RuleCut.h /usr/include/root/TMVA/RuleEnsemble.h /usr/include/root/TMVA/RuleFit.h /usr/include/root/TMVA/RuleFitAPI.h /usr/include/root/TMVA/RuleFitParams.h /usr/include/root/TMVA/SVEvent.h /usr/include/root/TMVA/SVKernelFunction.h /usr/include/root/TMVA/SVKernelMatrix.h /usr/include/root/TMVA/SVWorkingSet.h /usr/include/root/TMVA/SdivSqrtSplusB.h /usr/include/root/TMVA/SeparationBase.h /usr/include/root/TMVA/SimulatedAnnealing.h /usr/include/root/TMVA/SimulatedAnnealingFitter.h /usr/include/root/TMVA/TActivation.h /usr/include/root/TMVA/TActivationChooser.h /usr/include/root/TMVA/TActivationIdentity.h /usr/include/root/TMVA/TActivationRadial.h /usr/include/root/TMVA/TActivationReLU.h /usr/include/root/TMVA/TActivationSigmoid.h /usr/include/root/TMVA/TActivationTanh.h /usr/include/root/TMVA/TNeuron.h /usr/include/root/TMVA/TNeuronInput.h /usr/include/root/TMVA/TNeuronInputAbs.h /usr/include/root/TMVA/TNeuronInputChooser.h /usr/include/root/TMVA/TNeuronInputSqSum.h /usr/include/root/TMVA/TNeuronInputSum.h /usr/include/root/TMVA/TSpline1.h /usr/include/root/TMVA/TSpline2.h /usr/include/root/TMVA/TSynapse.h /usr/include/root/TMVA/Timer.h /usr/include/root/TMVA/Tools.h /usr/include/root/TMVA/TrainingHistory.h /usr/include/root/TMVA/TransformationHandler.h /usr/include/root/TMVA/TreeInference/BranchlessTree.hxx /usr/include/root/TMVA/TreeInference/Forest.hxx /usr/include/root/TMVA/TreeInference/Objectives.hxx /usr/include/root/TMVA/TreeInference/PythonHelpers.hxx /usr/include/root/TMVA/Types.h /usr/include/root/TMVA/VarTransformHandler.h /usr/include/root/TMVA/VariableDecorrTransform.h /usr/include/root/TMVA/VariableGaussTransform.h /usr/include/root/TMVA/VariableIdentityTransform.h /usr/include/root/TMVA/VariableImportance.h /usr/include/root/TMVA/VariableInfo.h /usr/include/root/TMVA/VariableNormalizeTransform.h /usr/include/root/TMVA/VariablePCATransform.h /usr/include/root/TMVA/VariableRearrangeTransform.h /usr/include/root/TMVA/VariableTransform.h /usr/include/root/TMVA/VariableTransformBase.h /usr/include/root/TMVA/Version.h /usr/include/root/TMVA/Volume.h /usr/lib/.build-id /usr/lib/.build-id/c6 /usr/lib/.build-id/c6/dbd7672eec2c72731179dfaca6190982c36ddb /usr/lib64/root/libTMVA.rootmap /usr/lib64/root/libTMVA.so /usr/lib64/root/libTMVA.so.6.26 /usr/lib64/root/libTMVA.so.6.26.10 /usr/lib64/root/libTMVA_rdict.pcm /usr/share/licenses/root-tmva /usr/share/licenses/root-tmva/LICENSE
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Fabrice Bellet, Thu Nov 14 10:13:22 2024