Release Version 1.0

Models

  • Regression

    • LinearRegression

    • NormalLinearRegression

  • Classification

    • NaiveBayes

    • NeuralNetwork

    • RecurrentNeuralNetwork (a.k.a. RNN)

    • LongShortTermMemory (a.k.a. LSTM)

    • LogisticRegression

    • LogisticRegressionOneVsAll

    • SupportVectorMachine

    • SupportVectorMachineOneVsAll

  • Clustering

    • AffinityPropagation

    • AgglomerativeHierarchical

    • DensityBasedSpatialClusteringOfApplicationsWithNoise (a.k.a. DBSCAN)

    • MeanShift

    • ExpectationMaximization

    • KMeans

    • KMedoids

  • BaseModels

    • BaseModel

Optimizers

  • AdaptiveGradient (a.k.a Adagrad)

  • AdaptiveGradientDelta (a.k.a AdaDelta)

  • AdaptiveMomentEstimation (a.k.a Adam)

  • AdaptiveMomentEstimationMaximum (a.k.a AdaMax)

  • Gravity

  • Momentum

  • NesterovAcceleratedAdaptiveMomentEstimation (a.k.a NAdam)

  • RootMeanSquarePropagation (a.k.a. RMSProp)

Others

  • ModelChecking

  • GradientDescentModes

  • Regularization

  • OnlineLearning

  • StringSplitter

  • Tokenizer