Class NICE

constructor

• new NICE(layer_number: number, optimizer: string): NICE

• Parameters

  • layer_number: number

    Number of layers
  • optimizer: string

    Optimizer of the network

  Returns NICE

_epoch

_model

epoch

• get epoch(): number

• Epoch

  Returns number

fit

• fit(x: number[][], iteration: number, rate: number, batch_size: number): void

• Fit model.

  Parameters

  • x: number[][]

    Training data
  • iteration: number

    Iteration count
  • rate: number

    Learning rate
  • batch_size: number

    Batch size

  Returns void

generate

• generate(z: number[][]): number[][]

• Returns generated values.

  Parameters

  • z: number[][]

    Sample data

  Returns number[][]

  Generated values

predict

• predict(x: number[][]): number[][]

• Returns predicted values.

  Parameters

  • x: number[][]

    Sample data

  Returns number[][]

  Predicted values