This initialization rule for AMF simply fills the W and H matrices with uniform random noise in [0, 1].
More...
#include <random_init.hpp>
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| template<typename MatType > |
| void | InitializeOne (const MatType &V, const size_t r, arma::mat &M, const bool whichMatrix=true) |
| | Fill W or H with random uniform noise. More...
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template<typename Archive > |
| void | serialize (Archive &, const uint32_t) |
| | Serialize the object (in this case, there is nothing to serialize).
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| template<typename MatType > |
| static void | Initialize (const MatType &V, const size_t r, arma::mat &W, arma::mat &H) |
| | Fill W and H with random uniform noise. More...
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This initialization rule for AMF simply fills the W and H matrices with uniform random noise in [0, 1].
◆ Initialize()
template<typename MatType >
| static void mlpack::amf::RandomInitialization::Initialize |
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const MatType & |
V, |
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const size_t |
r, |
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arma::mat & |
W, |
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arma::mat & |
H |
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) |
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inlinestatic |
Fill W and H with random uniform noise.
- Parameters
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| V | Input matrix. |
| r | Rank of decomposition. |
| W | W matrix, to be filled with random noise. |
| H | H matrix, to be filled with random noise. |
◆ InitializeOne()
template<typename MatType >
| void mlpack::amf::RandomInitialization::InitializeOne |
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const MatType & |
V, |
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const size_t |
r, |
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arma::mat & |
M, |
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const bool |
whichMatrix = true |
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inline |
Fill W or H with random uniform noise.
- Parameters
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| V | Input matrix. |
| r | Rank of decomposition. |
| M | W or H matrix, to be filled with random noise. |
| whichMatrix | If true, initialize W. Otherwise, initialize H. |
The documentation for this class was generated from the following file:
