├── .gitignore ├── README.md ├── project ├── build.properties └── plugins.sbt └── src └── main ├── java └── META-INF │ └── MANIFEST.MF └── scala ├── Experiment.scala ├── Main.scala ├── Main2.scala └── qlearn ├── Types.scala ├── dataset ├── Binary.scala ├── Labeled.scala ├── MultiLabeled.scala ├── Nominal.scala ├── NominalBasic.scala ├── NominalFull.scala ├── Numerical.scala ├── SingleLabeled.scala ├── Unlabeled.scala ├── loaders │ ├── ArffLoader.scala │ ├── Loader.scala │ └── TabLoader.scala └── schema │ ├── BinaryColumn.scala │ ├── Column.scala │ ├── NominalColumn.scala │ └── NumericalColumn.scala ├── loss ├── Loss.scala ├── binary │ ├── F1.scala │ ├── HingeLoss.scala │ ├── LogisticLoss.scala │ ├── Precision.scala │ └── Recall.scala ├── nominal │ ├── CrossEntropyLoss.scala │ ├── FractionOfIncorrect.scala │ └── MatrixLoss.scala └── numerical │ ├── MeanAbsoluteLoss.scala │ ├── MeanSquaredLoss.scala │ └── distance │ ├── ChebyshevDistance.scala │ ├── CosineSimilarity.scala │ ├── Distance.scala │ ├── EuclideanDistance.scala │ ├── ManhattanDistance.scala │ ├── NormDistance.scala │ ├── PolyKernel.scala │ └── RBFKernel.scala ├── ml ├── Clusterer.scala ├── FittedModel.scala ├── FittedModelMulti.scala ├── Model.scala ├── ModelForTwo.scala ├── RandomizedClusterer.scala ├── RandomizedModel.scala ├── classify │ ├── FittedNeuralNetwork.scala │ ├── FittedRandomTree.scala │ ├── FittedSameDistribution.scala │ ├── FittedSimpleKNN.scala │ ├── NeuralNetwork.scala │ ├── RandomForest.scala │ ├── RandomTree.scala │ ├── SameDistribution.scala │ ├── SimpleKNN.scala │ └── weka │ │ ├── LogisticRegression.scala │ │ └── REPTree.scala ├── cluster │ ├── KMeans.scala │ └── weka │ │ ├── CobWeb.scala │ │ ├── ExpectationMaximization.scala │ │ └── KMeans.scala ├── meta │ ├── Bagging.scala │ ├── FittedBagging.scala │ ├── FittedOneVsAll.scala │ └── OneVsAll.scala └── regress │ ├── FittedRidgeRegression.scala │ ├── FittedRidgeRegressionMulti.scala │ ├── RidgeRegression.scala │ └── weka │ └── RidgeRegression.scala ├── strategies ├── NoRecentImprovement.scala └── Stopping.scala ├── util ├── Util.scala ├── decisionStump │ └── DecisionStump.scala └── nnet │ ├── Layer.scala │ └── activations │ ├── ActivationFunction.scala │ ├── Eliott.scala │ ├── EliottSym.scala │ ├── Sigmoid.scala │ └── Tanh.scala ├── validation ├── CrossValidation.scala ├── LeaveOneOut.scala ├── PercentageSplit.scala ├── SameDatasetValidation.scala └── Validation.scala └── wekas ├── WekaClusterer.scala ├── WekaDistance.scala ├── WekaFittedModel.scala └── WekaModel.scala /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/strelec/QuantumLearn/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/strelec/QuantumLearn/HEAD/README.md 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