Annex

v0.1.0

Annex v0.1.0 Annex.Layer.Backprop View Source

Link to this section Summary

Types

cost_func()
derivative()
t()

Functions

get_cost_func(backprop)
get_derivative(backprop)
get_learning_rate(backprop)
get_loss_pds(backprop)
get_net_loss(backprop)
new()
put_cost_func(bp, cost)
put_derivative(bp, derivative)
put_learning_rate(bp, learning_rate)
put_loss_pds(bp, loss_pds)
put_net_loss(bp, net_loss)

Link to this section Types

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cost_func() View Source 
cost_func() :: (float() -> float())

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derivative() View Source 
derivative() :: (float() -> float())

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t() View Source 
t() :: %Annex.Layer.Backprop{
  cost_func: cost_func(),
  derivative: derivative(),
  learning_rate: float(),
  loss_pds: Annex.Data.float_data(),
  net_loss: float()
}

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get_cost_func(backprop) View Source 
get_cost_func(t()) :: cost_func()

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get_derivative(backprop) View Source 
get_derivative(t()) :: derivative()

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get_learning_rate(backprop) View Source 
get_learning_rate(t()) :: float()

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get_loss_pds(backprop) View Source 
get_loss_pds(t()) :: Annex.Data.data()

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get_net_loss(backprop) View Source 
get_net_loss(t()) :: float()

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new() View Source

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put_cost_func(bp, cost) View Source

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put_derivative(bp, derivative) View Source 
put_derivative(t(), derivative()) :: t()

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put_learning_rate(bp, learning_rate) View Source 
put_learning_rate(t(), float()) :: t()

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put_loss_pds(bp, loss_pds) View Source 
put_loss_pds(t(), Annex.Data.data()) :: t()

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put_net_loss(bp, net_loss) View Source 
put_net_loss(t(), any()) :: t()