layer layer

Constructors

layer(size_t n_in, size_t n_out)

Initializes a new neural network layer with n_in input neurons and n_out output neurons.

layer(std::filesystem::path input)

Reads a saved neural network layer.

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Basic Info

A layer for a feed forward neural network.

Instance Variables

Variable	Type
weights	utility::matrix
biases	utility::matrix
X	utility::matrix
Z	utility::matrix
generator	std::default_random_engine
initDist	std::normal_distribution<float>

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Functions

• backward()
• changeOne()
• feedForward()
• init()
• readFromFile()
• saveToFile()

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Example

// Initializing a layer
layer l("./bestlayerever.bin");