Class Network

Hierarchy

Network

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new Network(dimensions: Dimension): Network

- Defined in Network/Network.ts:11
Parameters
- dimensions: Dimension
Returns Network

Properties

Private Readonly dimensions

dimensions: Dimension = null

Private layers

layers: Layers[] = []

Private size

size: number = 0

Methods

addLayer

addLayer(layer: Layers): Network

- Defined in Network/Network.ts:15
Parameters
- layer: Layers
Returns Network

backward

backward(X: Matrix, Y: Matrix, predictions: Matrix, regularization: number): void

- Defined in Network/Network.ts:36
Parameters
- X: Matrix
- Y: Matrix
- predictions: Matrix
- regularization: number
Returns void

forward

forward(input: Matrix): Matrix

- Defined in Network/Network.ts:26
Parameters
- input: Matrix
Returns Matrix

getLayers

getLayers(): Layers[]

- Defined in Network/Network.ts:22
Returns Layers[]

save

save(path: string): Promise<string>

- Defined in Network/Network.ts:48
Parameters
- path: string
Returns Promise<string>

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