Sequential Members

The Sequential type exposes the following members.

Constructors


  Name Description
Public method Sequential
Initializes a new instance of the Sequential class.

Methods


  Name Description
Public method Add
Stack the neural layers for building a deep learning model.
Public method Compile(String, String, String, Regulizers)
Configures the model for training.
Public method Compile(BaseOptimizer, String, String, Regulizers)
Configures the model for training.
Public method Equals(System.Object) (Inherited from Object.)
Public method Evaluate
Evaluates the specified data.
Protected method Finalize (Inherited from Object.)
Public method GetHashCode (Inherited from Object.)
Public method GetType (Inherited from Object.)
Public method LoadModel
Loads the trained model for further prediction or training.
Public method Static member LoadNetConfig
Loads the neural network configuration saved using SaveNetConfig method.
Protected method MemberwiseClone (Inherited from Object.)
Public method SaveModel
Saves the complete model with training.
Public method SaveNetConfig
Saves the neural network configuration as json file.
Public method ToString (Inherited from Object.)
Public method Train(XYFrame, Int32, Int32, XYFrame)
Trains the model for a fixed number of epochs.
Public method Train(ImageDataGenerator, Int32, Int32, ImageDataGenerator)
Trains the model for a fixed number of epochs.

Properties


  Name Description
Public property Layers
Gets or sets the stacked layers cofiguration.
Public property Module
Gets the module.
Public property TrainingResult
Gets or sets the training result.
Public property Version
Version number of this model
(Inherited from ConfigModule.)

Events


  Name Description
Public event OnBatchEnd
Occurs when [on batch end].
Public event OnBatchStart
Occurs when [on batch start].
Public event OnEpochEnd
Occurs when [on epoch end].
Public event OnEpochStart
Occurs when [on epoch start].
Public event OnTrainingEnd
Occurs when [on training end].
Public event OnTrainingStart
Occurs when [on training start].