mltool-0.1.0.0: Machine Learning Toolbox

Modules

•  MachineLearning Machine Learning
  • Classification
    • MachineLearning.Classification.Binary Binary Classification.
    • MachineLearning.Classification.MultiClass MultiClass Classification.
    • MachineLearning.Classification.OneVsAll One-vs-All Classification.
  • MachineLearning.Clustering Clustering
  • MachineLearning.LeastSquaresModel Least Squares Model
  • MachineLearning.LogisticModel Logistic Regression Model
  • MachineLearning.Model Regression Model
  • MachineLearning.MultiSvmClassifier Multiclass Support Vector Machines Classifier.
  •  MachineLearning.NeuralNetwork Neural Network
    • MachineLearning.NeuralNetwork.Layer Neural Network's Layer
    • MachineLearning.NeuralNetwork.LogisticLoss Logistic Loss.
    • MachineLearning.NeuralNetwork.MultiSvmLoss Multi SVM Loss.
    • MachineLearning.NeuralNetwork.Regularization Regularization
    • MachineLearning.NeuralNetwork.ReluActivation ReLu Activation
    • MachineLearning.NeuralNetwork.SigmoidActivation Sigmoid
    • MachineLearning.NeuralNetwork.SoftmaxLoss Softmax Loss.
    • MachineLearning.NeuralNetwork.TanhActivation Tanh Activation.
    • MachineLearning.NeuralNetwork.Topology Neural Network's Topology
    • MachineLearning.NeuralNetwork.TopologyMaker Topology Maker
    • MachineLearning.NeuralNetwork.WeightInitialization Weight Initialization
  •  MachineLearning.Optimization Optimization
    • MachineLearning.Optimization.GradientDescent Gradient Descent
    • MachineLearning.Optimization.MinibatchGradientDescent Gradient Descent
  • MachineLearning.PCA Principal Component Analysis.
  • MachineLearning.Random Random generation utility functions.
  • MachineLearning.Regression Regression
  • MachineLearning.Regularization Regularization
  • MachineLearning.SoftmaxClassifier Softmax Classifier.
  • MachineLearning.TerminalProgress Learn function with progress bar for terminal.
  • MachineLearning.Types Common Types
  • MachineLearning.Utils Utils