DiagonalConstraint Class Reference
Force a covariance matrix to be diagonal. More...
Static Public Member Functions | |
| static void | ApplyConstraint (arma::mat &covariance) |
| Force a covariance matrix to be diagonal. More... | |
| static void | ApplyConstraint (arma::vec &diagCovariance) |
| Apply the diagonal constraint to the given diagonal covariance matrix (which is represented as a vector), and ensure each value on the diagonal is at least 1e-10. More... | |
template < typename Archive > | |
| static void | serialize (Archive &, const uint32_t) |
| Serialize the constraint (which holds nothing, so, nothing to do). More... | |
Detailed Description
Force a covariance matrix to be diagonal.
Definition at line 23 of file diagonal_constraint.hpp.
Member Function Documentation
◆ ApplyConstraint() [1/2]
|
inlinestatic |
Force a covariance matrix to be diagonal.
Definition at line 27 of file diagonal_constraint.hpp.
◆ ApplyConstraint() [2/2]
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inlinestatic |
Apply the diagonal constraint to the given diagonal covariance matrix (which is represented as a vector), and ensure each value on the diagonal is at least 1e-10.
Definition at line 38 of file diagonal_constraint.hpp.
◆ serialize()
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inlinestatic |
Serialize the constraint (which holds nothing, so, nothing to do).
Definition at line 47 of file diagonal_constraint.hpp.
The documentation for this class was generated from the following file:
- /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/methods/gmm/diagonal_constraint.hpp