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mlpack
optimization
AdamType
AdamType< UpdateRule > Member List
This is the complete list of members for
AdamType< UpdateRule >
, including all inherited members.
AdamType
(const double stepSize=0.001, const size_t batchSize=32, const double beta1=0.9, const double beta2=0.999, const double eps=1e-8, const size_t maxIterations=100000, const double tolerance=1e-5, const bool shuffle=true)
AdamType< UpdateRule >
BatchSize
() const
AdamType< UpdateRule >
inline
BatchSize
()
AdamType< UpdateRule >
inline
Beta1
() const
AdamType< UpdateRule >
inline
Beta1
()
AdamType< UpdateRule >
inline
Beta2
() const
AdamType< UpdateRule >
inline
Beta2
()
AdamType< UpdateRule >
inline
Epsilon
() const
AdamType< UpdateRule >
inline
Epsilon
()
AdamType< UpdateRule >
inline
MaxIterations
() const
AdamType< UpdateRule >
inline
MaxIterations
()
AdamType< UpdateRule >
inline
Optimize
(DecomposableFunctionType &function, arma::mat &iterate)
AdamType< UpdateRule >
inline
Shuffle
() const
AdamType< UpdateRule >
inline
Shuffle
()
AdamType< UpdateRule >
inline
StepSize
() const
AdamType< UpdateRule >
inline
StepSize
()
AdamType< UpdateRule >
inline
Tolerance
() const
AdamType< UpdateRule >
inline
Tolerance
()
AdamType< UpdateRule >
inline
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