Class FCNN

Implementation of a fully connected neural network using Tensorflow.js.

export
implements: {Estimator}

Hierarchy

FCNN

Implements

Estimator

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new FCNN(options: FCNNOptions): FCNN

- Defined in estimators/neuralNetwork/FCNN.ts:151
Creates an instance of FCNN.

memberof
FCNN

Parameters
- options: FCNNOptions
Returns FCNN

Properties

fitted

fitted: boolean

model

model: undefined | LayersModel

Methods

fit

fit(X: Matrix, y: Matrix): Promise<History>

Implementation of Estimator.fit
- Defined in estimators/neuralNetwork/FCNN.ts:164
Trains the model.

memberof
FCNN

Parameters
- X: Matrix
  
  The feature matrix.
- y: Matrix
  
  The target matrix.
Returns Promise<History>

predict

predict(X: Matrix): Matrix

Implementation of Estimator.predict
- Defined in estimators/neuralNetwork/FCNN.ts:181
Predicts the output for a given feature matrix.

memberof
FCNN

Parameters
- X: Matrix
  
  feature matrix
Returns Matrix