SHOGUN
v1.1.0
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Definition at line 24 of file LocalityPreservingProjections.h.
Public Member Functions | |
CLocalityPreservingProjections () | |
virtual | ~CLocalityPreservingProjections () |
virtual const char * | get_name () const |
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CLaplacianEigenmaps () | |
virtual | ~CLaplacianEigenmaps () |
virtual CFeatures * | apply (CFeatures *features) |
virtual CSimpleFeatures < float64_t > * | embed_distance (CDistance *distance, CFeatures *features=NULL) |
void | set_k (int32_t k) |
int32_t | get_k () const |
void | set_tau (float64_t tau) |
float64_t | get_tau () const |
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CEmbeddingConverter () | |
virtual | ~CEmbeddingConverter () |
virtual CSimpleFeatures < float64_t > * | embed (CFeatures *features) |
void | set_target_dim (int32_t dim) |
int32_t | get_target_dim () const |
void | set_distance (CDistance *distance) |
CDistance * | get_distance () const |
void | set_kernel (CKernel *kernel) |
CKernel * | get_kernel () const |
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CConverter () | |
virtual | ~CConverter () |
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CSGObject () | |
CSGObject (const CSGObject &orig) | |
virtual | ~CSGObject () |
virtual bool | is_generic (EPrimitiveType *generic) const |
template<class T > | |
void | set_generic () |
void | unset_generic () |
virtual void | print_serializable (const char *prefix="") |
virtual bool | save_serializable (CSerializableFile *file, const char *prefix="") |
virtual bool | load_serializable (CSerializableFile *file, const char *prefix="") |
void | set_global_io (SGIO *io) |
SGIO * | get_global_io () |
void | set_global_parallel (Parallel *parallel) |
Parallel * | get_global_parallel () |
void | set_global_version (Version *version) |
Version * | get_global_version () |
SGVector< char * > | get_modelsel_names () |
char * | get_modsel_param_descr (const char *param_name) |
index_t | get_modsel_param_index (const char *param_name) |
Protected Member Functions | |
virtual CSimpleFeatures < float64_t > * | construct_embedding (CFeatures *features, SGMatrix< float64_t > W_matrix) |
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void | init () |
Additional Inherited Members | |
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SGIO * | io |
Parallel * | parallel |
Version * | version |
Parameter * | m_parameters |
Parameter * | m_model_selection_parameters |
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int32_t | m_k |
float64_t | m_tau |
constructor
Definition at line 23 of file LocalityPreservingProjections.cpp.
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virtual |
destructor
Definition at line 28 of file LocalityPreservingProjections.cpp.
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protectedvirtual |
construct embedding
features | features |
W_matrix | W matrix to be used |
Reimplemented from CLaplacianEigenmaps.
Definition at line 37 of file LocalityPreservingProjections.cpp.
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virtual |
get name
Reimplemented from CLaplacianEigenmaps.
Definition at line 32 of file LocalityPreservingProjections.cpp.