Annex

v0.1.0

Annex v0.1.0 Annex.Layer.Activation View Source

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Types

func_type()
t()

Functions

backprop(layer, backprops)

Callback implementation for Annex.Layer.backprop/2.

build(name)
encoder()

Callback implementation for Annex.Layer.encoder/0.

feedforward(layer, inputs)

Callback implementation for Annex.Layer.feedforward/2.

generate_outputs(act, inputs)
get_activator(activation)
get_derivative(activation)
init_layer(layer, opts)

Callback implementation for Annex.Layer.init_layer/2.

relu(n)
relu_deriv(x)
relu_deriv(x, threshold)
relu_with_threshold(n, threshold)
sigmoid(n)
sigmoid_deriv(x)
softmax(values)
tanh(n)
tanh_deriv(x)

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func_type() View Source 
func_type() :: :float | :list

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t() View Source 
t() :: %Annex.Layer.Activation{
  activator: (number() -> number()),
  derivative: (number() -> number()),
  func_type: func_type(),
  name: atom(),
  output: term()
}

Link to this section Functions

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backprop(layer, backprops) View Source 
backprop(t(), Annex.Layer.Backprop.t()) :: {t(), Annex.Layer.Backprop.t()}

Callback implementation for Annex.Layer.backprop/2.

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build(name) View Source 
build(:relu | :sigmoid | :tanh | {:relu, number()}) :: Annex.Activation.t()

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encoder() View Source 
encoder() :: Annex.Data

Callback implementation for Annex.Layer.encoder/0.

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feedforward(layer, inputs) View Source 
feedforward(t(), [float()]) :: {[float()], t()}

Callback implementation for Annex.Layer.feedforward/2.

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generate_outputs(act, inputs) View Source 
generate_outputs(Annex.Activation.t(), [float()]) :: [any()]

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get_activator(activation) View Source 
get_activator(Annex.Layer.Activation.t()) :: (number() -> number())

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get_derivative(activation) View Source 
get_derivative(Annex.Layer.Activation.t()) :: (number() -> number())

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init_layer(layer, opts) View Source 
init_layer(t(), Keyword.t()) :: {:ok, t()}

Callback implementation for Annex.Layer.init_layer/2.

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relu(n) View Source 
relu(float()) :: float()

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relu_deriv(x) View Source 
relu_deriv(float()) :: float()

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relu_deriv(x, threshold) View Source 
relu_deriv(float(), float()) :: float()

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relu_with_threshold(n, threshold) View Source 
relu_with_threshold(float(), float()) :: float()

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sigmoid(n) View Source 
sigmoid(float()) :: float()

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sigmoid_deriv(x) View Source 
sigmoid_deriv(float()) :: float()

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softmax(values) View Source 
softmax([float()]) :: [float()]

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tanh(n) View Source 
tanh(float()) :: float()

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tanh_deriv(x) View Source 
tanh_deriv(float()) :: float()