Class HopfieldNetwork

constructor

• new HopfieldNetwork(): HopfieldNetwork

• Returns HopfieldNetwork

_w

_normalize

• _normalize(x: any): void

• Parameters

  • x: any

  Returns void

energy

• energy(x: number[]): number

• Return a energy value of the data.

  Parameters

  • x: number[]

    Sample data

  Returns number

  Energy value

fit

• fit(x: number[][]): void

• Fit model.

  Parameters

  • x: number[][]

    Training data

  Returns void

predict

• predict(x: number[]): number[]

• Returns predicted values.

  Parameters

  • x: number[]

    Sample data

  Returns number[]

  Predicted values