Creates a Restricted Bolzman Machine (RBM), precisely a
RestrictedBolzmannMachine object, with the given specifications.
It is typically stacked in a
optional starting weights. If
whether to initialize weights and biases with 0 or random uniform values. Ignored if
an object of class
RestrictedBolzmannMachine containing the following elements:
weights, weights.breaksas input
pretrainedboolean switch to mark the state of the layer.
FALSE just after initialization.
For performance purposes, the weights are stored in an environment. This means that when you copy the RestrictedBolzmannMachine with an assignment, you do not copy the weights
and any modification you make to the new object will be propagated to the original one, and reciprocally.
clone to control this and make a copy of the weights whenever you need it. Note that all the functions defined in the package do this by default.
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