DataPredict

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