├── .gitignore ├── LICENSE ├── README.md ├── assignment1 ├── README.md ├── data ├── experiments │ ├── ANN.py │ ├── Boosting.py │ ├── DT.py │ ├── KNN.py │ ├── SVM.py │ ├── __init__.py │ ├── base.py │ └── plotting.py ├── learners │ ├── ANN.py │ ├── Boosting.py │ ├── DT.py │ ├── KNN.py │ ├── SVM.py │ ├── __init__.py │ └── base.py ├── requirements.txt └── run_experiment.py ├── assignment2 ├── ABAGAIL.jar ├── ABAGAIL │ ├── ABAGAIL.jar │ ├── build.xml │ └── src │ │ ├── dist │ │ ├── AbstractConditionalDistribution.java │ │ ├── AbstractDistribution.java │ │ ├── ConditionalDistribution.java │ │ ├── DiscreteDependencyTree.java │ │ ├── DiscreteDependencyTreeNode.java │ │ ├── DiscreteDependencyTreeRootNode.java │ │ ├── DiscreteDistribution.java │ │ ├── DiscreteDistributionTable.java │ │ ├── DiscretePermutationDistribution.java │ │ ├── DiscreteUniformDistribution.java │ │ ├── Distribution.java │ │ ├── FixedComponentMixtureDistribution.java │ │ ├── FixedDistribution.java │ │ ├── LabelDistribution.java │ │ ├── MixtureDistribution.java │ │ ├── MultivariateGaussian.java │ │ ├── PrecalculatedDistribution.java │ │ ├── UnivariateGaussian.java │ │ ├── hmm │ │ │ ├── ConditionalStateDistributionWrapper.java │ │ │ ├── ForwardBackwardProbabilityCalculator.java │ │ │ ├── HiddenMarkovModel.java │ │ │ ├── HiddenMarkovModelReestimator.java │ │ │ ├── ModularHiddenMarkovModel.java │ │ │ ├── SimpleHiddenMarkovModel.java │ │ │ ├── SimpleStateDistribution.java │ │ │ ├── SimpleStateDistributionTable.java │ │ │ ├── StateDistribution.java │ │ │ └── StateSequenceCalculator.java │ │ └── test │ │ │ ├── DiscreteDependencyTreeTest.java │ │ │ ├── DiscreteDistributionTest.java │ │ │ ├── HMMCoinTest.java │ │ │ ├── HMMConditionalMonsterKnowledgeTest.java │ │ │ ├── HMMConditionalMonsterTest.java │ │ │ ├── HMMRandomCoinTest.java │ │ │ ├── HMMWumpusTest.java │ │ │ ├── MixtureDistributionTest.java │ │ │ └── MultivariateGaussianTest.java │ │ ├── func │ │ ├── AdaBoostClassifier.java │ │ ├── DecisionStumpClassifier.java │ │ ├── DecisionTreeClassifier.java │ │ ├── EMClusterer.java │ │ ├── FunctionApproximater.java │ │ ├── FunctionApproximaterSupplier.java │ │ ├── GaussianProcessRegression.java │ │ ├── KMeansClusterer.java │ │ ├── KNNClassifier.java │ │ ├── NeuralNetworkClassifier.java │ │ ├── SimpleSupportVectorMachineClassifier.java │ │ ├── dtree │ │ │ ├── BinaryDecisionTreeSplit.java │ │ │ ├── ChiSquarePruningCriteria.java │ │ │ ├── DecisionTreeNode.java │ │ │ ├── DecisionTreeSplit.java │ │ │ ├── DecisionTreeSplitStatistics.java │ │ │ ├── GINISplitEvaluator.java │ │ │ ├── InformationGainSplitEvaluator.java │ │ │ ├── PruningCriteria.java │ │ │ ├── SplitEvaluator.java │ │ │ └── StandardDecisionTreeSplit.java │ │ ├── inst │ │ │ ├── HyperRectangle.java │ │ │ ├── KDTree.java │ │ │ ├── KDTreeNode.java │ │ │ └── NearestNeighborQueue.java │ │ ├── nn │ │ │ ├── Layer.java │ │ │ ├── LayeredNetwork.java │ │ │ ├── Link.java │ │ │ ├── NetworkTrainer.java │ │ │ ├── NeuralNetwork.java │ │ │ ├── Neuron.java │ │ │ ├── activation │ │ │ │ ├── ActivationFunction.java │ │ │ │ ├── DifferentiableActivationFunction.java │ │ │ │ ├── HyperbolicTangentSigmoid.java │ │ │ │ ├── LinearActivationFunction.java │ │ │ │ ├── LogisticSigmoid.java │ │ │ │ └── RELU.java │ │ │ ├── backprop │ │ │ │ ├── BackPropagationBiasNode.java │ │ │ │ ├── BackPropagationLayer.java │ │ │ │ ├── BackPropagationLink.java │ │ │ │ ├── BackPropagationNetwork.java │ │ │ │ ├── BackPropagationNetworkFactory.java │ │ │ │ ├── BackPropagationNode.java │ │ │ │ ├── BackPropagationSoftMaxOutputLayer.java │ │ │ │ ├── BasicUpdateRule.java │ │ │ │ ├── BatchBackPropagationTrainer.java │ │ │ │ ├── QuickpropUpdateRule.java │ │ │ │ ├── RPROPUpdateRule.java │ │ │ │ ├── StandardUpdateRule.java │ │ │ │ ├── StochasticBackPropagationTrainer.java │ │ │ │ └── WeightUpdateRule.java │ │ │ └── feedfwd │ │ │ │ ├── FeedForwardBiasNode.java │ │ │ │ ├── FeedForwardLayer.java │ │ │ │ ├── FeedForwardNetwork.java │ │ │ │ ├── FeedForwardNeuralNetworkFactory.java │ │ │ │ └── FeedForwardNode.java │ │ ├── svm │ │ │ ├── Kernel.java │ │ │ ├── LinearKernel.java │ │ │ ├── PolynomialKernel.java │ │ │ ├── RBFKernel.java │ │ │ ├── SequentialMinimalOptimization.java │ │ │ ├── SigmoidKernel.java │ │ │ ├── SingleClassSequentialMinimalOptimization.java │ │ │ ├── SingleClassSupportVectorMachine.java │ │ │ └── SupportVectorMachine.java │ │ └── test │ │ │ ├── AdaBoostTest.java │ │ │ ├── DecisionStumpTest.java │ │ │ ├── DecisionTreeTest.java │ │ │ ├── EMClustererTest.java │ │ │ ├── GaussianProcessRegressionTest.java │ │ │ ├── KMeansClustererTest.java │ │ │ ├── KNNClassifierAbaloneTest.java │ │ │ ├── KNNClassifierTest.java │ │ │ ├── NNBinaryClassificationTest.java │ │ │ ├── NNClassificationTest.java │ │ │ ├── NNRegressionTest.java │ │ │ ├── PruningCriteriaTest.java │ │ │ ├── SequentialMinimalOptimizationTest.java │ │ │ ├── SingleClassSequentialMinimalOptimizationTest.java │ │ │ └── SplitEvaluatorTest.java │ │ ├── opt │ │ ├── ContinuousAddOneNeighbor.java │ │ ├── DiscreteChangeOneNeighbor.java │ │ ├── EvaluationFunction.java │ │ ├── GenericHillClimbingProblem.java │ │ ├── GenericOptimizationProblem.java │ │ ├── HillClimbingProblem.java │ │ ├── NeighborFunction.java │ │ ├── OptimizationAlgorithm.java │ │ ├── OptimizationProblem.java │ │ ├── RandomizedHillClimbing.java │ │ ├── SimulatedAnnealing.java │ │ ├── SwapNeighbor.java │ │ ├── example │ │ │ ├── ContinuousPeaksEvaluationFunction.java │ │ │ ├── CountOnesEvaluationFunction.java │ │ │ ├── FlipFlopEvaluationFunction.java │ │ │ ├── FlipFlopMODEvaluationFunction.java │ │ │ ├── FourPeaksEvaluationFunction.java │ │ │ ├── KnapsackEvaluationFunction.java │ │ │ ├── NeuralNetworkEvaluationFunction.java │ │ │ ├── NeuralNetworkOptimizationProblem.java │ │ │ ├── NeuralNetworkWeightDistribution.java │ │ │ ├── TravelingSalesmanCrossOver.java │ │ │ ├── TravelingSalesmanEvaluationFunction.java │ │ │ ├── TravelingSalesmanRouteEvaluationFunction.java │ │ │ ├── TravelingSalesmanSortEvaluationFunction.java │ │ │ └── TwoColorsEvaluationFunction.java │ │ ├── ga │ │ │ ├── BoardLocation.java │ │ │ ├── ContinuousAddOneMutation.java │ │ │ ├── CrossoverFunction.java │ │ │ ├── DiscreteChangeOneMutation.java │ │ │ ├── GenericGeneticAlgorithmProblem.java │ │ │ ├── GeneticAlgorithmProblem.java │ │ │ ├── MaxKColorFitnessFunction.java │ │ │ ├── MutationFunction.java │ │ │ ├── NQueensBoardGame.java │ │ │ ├── NQueensFitnessFunction.java │ │ │ ├── SingleCrossOver.java │ │ │ ├── StandardGeneticAlgorithm.java │ │ │ ├── SwapMutation.java │ │ │ ├── TwoPointCrossOver.java │ │ │ ├── UniformCrossOver.java │ │ │ └── Vertex.java │ │ ├── prob │ │ │ ├── GenericProbabilisticOptimizationProblem.java │ │ │ ├── MIMIC.java │ │ │ └── ProbabilisticOptimizationProblem.java │ │ └── test │ │ │ ├── AbaloneTest.java │ │ │ ├── ContinuousPeaksTest.java │ │ │ ├── CountOnesTest.java │ │ │ ├── CrossValidationTest.java │ │ │ ├── FlipFlopTest.java │ │ │ ├── FourPeaksTest.java │ │ │ ├── KnapsackTest.java │ │ │ ├── MaxKColoringTest.java │ │ │ ├── NQueensTest.java │ │ │ ├── TravelingSalesmanTest.java │ │ │ ├── TwoColorsTest.java │ │ │ ├── XORTest.java │ │ │ ├── XORTestNoBackprop.java │ │ │ ├── XORTestNoBackpropGeneticAlgo.java │ │ │ ├── XORTestNoBackpropSimAnneal.java │ │ │ └── abalone.txt │ │ ├── rl │ │ ├── DecayingEpsilonGreedyStrategy.java │ │ ├── EpsilonGreedyStrategy.java │ │ ├── ExplorationStrategy.java │ │ ├── GreedyStrategy.java │ │ ├── MarkovDecisionProcess.java │ │ ├── MazeMarkovDecisionProcess.java │ │ ├── MazeMarkovDecisionProcessVisualization.java │ │ ├── NonDeterministicMazeMDP.java │ │ ├── Policy.java │ │ ├── PolicyIteration.java │ │ ├── PolicyLearner.java │ │ ├── QLambda.java │ │ ├── SarsaLambda.java │ │ ├── SimpleMarkovDecisionProcess.java │ │ ├── ValueIteration.java │ │ ├── test │ │ │ ├── MDPTest.java │ │ │ ├── MazeMDPTest.java │ │ │ └── NonDeterministicMazeMDPTest.java │ │ └── tester │ │ │ └── ExpectedRewardTestMetric.java │ │ ├── shared │ │ ├── AbstractDistanceMeasure.java │ │ ├── AbstractErrorMeasure.java │ │ ├── AttributeType.java │ │ ├── ConvergenceTrainer.java │ │ ├── Copyable.java │ │ ├── DataSet.java │ │ ├── DataSetDescription.java │ │ ├── DataSetWriter.java │ │ ├── DistanceMeasure.java │ │ ├── ErrorMeasure.java │ │ ├── EuclideanDistance.java │ │ ├── FixedIterationTrainer.java │ │ ├── GradientErrorMeasure.java │ │ ├── HammingDistance.java │ │ ├── Instance.java │ │ ├── MixedDistanceMeasure.java │ │ ├── OccasionalPrinter.java │ │ ├── SumOfSquaresError.java │ │ ├── ThresholdTrainer.java │ │ ├── Trainer.java │ │ ├── filt │ │ │ ├── ContinuousToDiscreteFilter.java │ │ │ ├── DataSetFilter.java │ │ │ ├── DiscreteDistributionFilter.java │ │ │ ├── DiscreteToBinaryFilter.java │ │ │ ├── IndependentComponentAnalysis.java │ │ │ ├── InsignificantComponentAnalysis.java │ │ │ ├── LabelFilter.java │ │ │ ├── LabelSelectFilter.java │ │ │ ├── LabelSplitFilter.java │ │ │ ├── LinearDiscriminantAnalysis.java │ │ │ ├── PrincipalComponentAnalysis.java │ │ │ ├── RandomOrderFilter.java │ │ │ ├── RandomizedProjectionFilter.java │ │ │ ├── ReversibleFilter.java │ │ │ ├── TestTrainSplitFilter.java │ │ │ ├── VarianceCounter.java │ │ │ ├── ica │ │ │ │ ├── ContrastFunction.java │ │ │ │ └── HyperbolicTangentContrast.java │ │ │ └── kFoldSplitFilter.java │ │ ├── reader │ │ │ ├── ArffDataSetReader.java │ │ │ ├── CSVDataSetReader.java │ │ │ ├── DataSetLabelBinarySeperator.java │ │ │ └── DataSetReader.java │ │ ├── runner │ │ │ ├── MultiRunner.java │ │ │ └── Runner.java │ │ ├── test │ │ │ ├── ArffDataSetReaderTest.java │ │ │ ├── CSVDataSetReaderTest.java │ │ │ ├── IndepenentComponentAnalysisTest.java │ │ │ ├── InsignificantComponentAnalysisTest.java │ │ │ ├── LabelSelectFilterTest.java │ │ │ ├── LinearDiscriminantAnalysisTest.java │ │ │ ├── PrincipalComponentAnalysisTest.java │ │ │ ├── abalone.arff │ │ │ ├── abalone.data │ │ │ ├── abalone.names │ │ │ ├── abalone_label_at_0.data │ │ │ └── abalone_notes.txt │ │ ├── tester │ │ │ ├── AccuracyTestMetric.java │ │ │ ├── Comparison.java │ │ │ ├── ConfusionMatrixTestMetric.java │ │ │ ├── CrossValidationTestMetric.java │ │ │ ├── NeuralNetworkTester.java │ │ │ ├── PrecisionTestMetric.java │ │ │ ├── RawOutputTestMetric.java │ │ │ ├── RecallTestMetric.java │ │ │ ├── TestMetric.java │ │ │ └── Tester.java │ │ └── writer │ │ │ ├── CSVWriter.java │ │ │ └── Writer.java │ │ └── util │ │ ├── ABAGAILArrays.java │ │ ├── MaxHeap.java │ │ ├── TimeUtil.java │ │ ├── graph │ │ ├── DFSTree.java │ │ ├── Edge.java │ │ ├── Graph.java │ │ ├── GraphTransformation.java │ │ ├── KruskalsMST.java │ │ ├── Node.java │ │ ├── Tree.java │ │ └── WeightedEdge.java │ │ ├── linalg │ │ ├── BidiagonalDecomposition.java │ │ ├── CholeskyFactorization.java │ │ ├── DenseVector.java │ │ ├── DiagonalMatrix.java │ │ ├── GivensRotation.java │ │ ├── HessenbergDecomposition.java │ │ ├── HouseholderReflection.java │ │ ├── LUDecomposition.java │ │ ├── LowerTriangularMatrix.java │ │ ├── Matrix.java │ │ ├── QRDecomposition.java │ │ ├── RealSchurDecomposition.java │ │ ├── RectangularMatrix.java │ │ ├── SingularValueDecomposition.java │ │ ├── SymmetricEigenvalueDecomposition.java │ │ ├── TridiagonalDecomposition.java │ │ ├── UpperTriangularMatrix.java │ │ └── Vector.java │ │ └── test │ │ ├── ABAGAILArraysTest.java │ │ ├── BidiagonalDecompositionTest.java │ │ ├── CholeskyFactorizationTest.java │ │ ├── EigenvalueDecompositionTest.java │ │ ├── HessenbergDecompositionTest.java │ │ ├── HouseholderReflectionTest.java │ │ ├── LUDecompositionTest.java │ │ ├── LowerTriangularMatrixTest.java │ │ ├── QRDecompositionTest.java │ │ ├── SingularValueDecompositionTest.java │ │ ├── SymmetricEigenvalueDecompositionTest.java │ │ ├── TridiagonalDecompositionTest.java │ │ └── UpperTriangularMatrixTest.java ├── NN-Backprop.py ├── NN-GA.py ├── NN-RHC.py ├── NN-SA.py ├── README.md ├── base.py ├── continuouspeaks.py ├── data ├── flipflop.py ├── plotting.py ├── requirements.txt ├── run_experiment.py └── tsp.py ├── assignment3 ├── README.md ├── data ├── experiments │ ├── ICA.py │ ├── LDA.py │ ├── PCA.py │ ├── RF.py │ ├── RP.py │ ├── SVD.py │ ├── __init__.py │ ├── base.py │ ├── benchmark.py │ ├── clustering.py │ ├── plotting.py │ └── scoring.py ├── requirements-no-tables.txt ├── requirements.txt ├── run_clustering.sh └── run_experiment.py ├── assignment4 ├── README.md ├── environments │ ├── __init__.py │ ├── cliff_walking.py │ └── frozen_lake.py ├── experiments │ ├── __init__.py │ ├── base.py │ ├── plotting.py │ ├── policy_iteration.py │ ├── q_learner.py │ └── value_iteration.py ├── requirements.txt ├── run_experiment.py └── solvers │ ├── __init__.py │ ├── base.py │ ├── policy_iteration.py │ ├── q_learning.py │ └── value_iteration.py └── data ├── HTRU_2.csv ├── abalone.data ├── crx.data ├── default of credit card clients.xls ├── loader.py ├── pendigits.csv ├── spambase.data └── statlog.vehicle.csv /.gitignore: -------------------------------------------------------------------------------- 1 | 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