├── .gitignore ├── .travis.yml ├── LICENSE ├── README.md ├── Rakefile ├── Setup.hs ├── examples ├── LICENSE ├── digits_classification │ ├── Main.hs │ ├── README.md │ ├── optdigits.tes │ └── optdigits.tra ├── digits_classification_pca │ └── Main.hs ├── digits_classification_svm │ └── Main.hs ├── kmeans │ └── Main.hs ├── linear_regression │ ├── Main.hs │ └── data.txt ├── logistic_regression │ ├── Main.hs │ └── data.txt ├── mltool-examples.cabal ├── neural_networks │ ├── Main.hs │ └── README.md ├── numerical_issues │ └── Main.hs └── stack.yaml ├── mltool.cabal ├── scripts ├── test_runner.py └── upload_hackage_docs.sh ├── src ├── MachineLearning.hs └── MachineLearning │ ├── Classification │ ├── Binary.hs │ ├── Internal.hs │ ├── MultiClass.hs │ └── OneVsAll.hs │ ├── Clustering.hs │ ├── LeastSquaresModel.hs │ ├── LogisticModel.hs │ ├── Model.hs │ ├── MultiSvmClassifier.hs │ ├── NeuralNetwork.hs │ ├── NeuralNetwork │ ├── Layer.hs │ ├── LogisticLoss.hs │ ├── MultiSvmLoss.hs │ ├── Regularization.hs │ ├── ReluActivation.hs │ ├── SigmoidActivation.hs │ ├── SoftmaxLoss.hs │ ├── TanhActivation.hs │ ├── Topology.hs │ ├── TopologyMaker.hs │ └── WeightInitialization.hs │ ├── Optimization.hs │ ├── Optimization │ ├── GradientDescent.hs │ └── MinibatchGradientDescent.hs │ ├── PCA.hs │ ├── Random.hs │ ├── Regression.hs │ ├── Regularization.hs │ ├── SoftmaxClassifier.hs │ ├── TerminalProgress.hs │ ├── Types.hs │ └── Utils.hs ├── stack.yaml └── test ├── MachineLearning ├── Classification │ ├── BinaryTest.hs │ └── OneVsAllTest.hs ├── ClusteringTest.hs ├── DataSets.hs ├── LeastSquaresModelTest.hs ├── LogisticModelTest.hs ├── MultiSvmClassifierTest.hs ├── NeuralNetwork │ ├── TopologyTest.hs │ └── WeightInitializationTest.hs ├── NeuralNetworkTest.hs ├── Optimization │ ├── GradientDescentTest.hs │ └── MinibatchGradientDescentTest.hs ├── PCATest.hs ├── RandomTest.hs ├── RegressionTest.hs ├── SoftmaxClassifierTest.hs └── UtilsTest.hs ├── MachineLearningTest.hs ├── Main.hs └── Test 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