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mlpack::optimization::SGD< DecomposableFunctionType > Member List
This is the complete list of members for
mlpack::optimization::SGD< DecomposableFunctionType >
, including all inherited members.
function
mlpack::optimization::SGD< DecomposableFunctionType >
[private]
Function
() const
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
Function
()
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
MaxIterations
() const
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
MaxIterations
()
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
maxIterations
mlpack::optimization::SGD< DecomposableFunctionType >
[private]
Optimize
(arma::mat &iterate)
mlpack::optimization::SGD< DecomposableFunctionType >
SGD
(DecomposableFunctionType &function, const double stepSize=0.01, const size_t maxIterations=100000, const double tolerance=1e-5, const bool shuffle=true)
mlpack::optimization::SGD< DecomposableFunctionType >
shuffle
mlpack::optimization::SGD< DecomposableFunctionType >
[private]
Shuffle
() const
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
Shuffle
()
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
StepSize
() const
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
StepSize
()
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
stepSize
mlpack::optimization::SGD< DecomposableFunctionType >
[private]
Tolerance
() const
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
Tolerance
()
mlpack::optimization::SGD< DecomposableFunctionType >
[inline]
tolerance
mlpack::optimization::SGD< DecomposableFunctionType >
[private]
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