SHOGUN
v1.1.0
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CDiffusionMaps used to preprocess given data using diffusion maps dimensionality reduction technique.
Definition at line 28 of file DiffusionMaps.h.
Public Member Functions | |
CDiffusionMaps () | |
virtual | ~CDiffusionMaps () |
virtual CFeatures * | apply (CFeatures *features) |
virtual CSimpleFeatures < float64_t > * | embed_kernel (CKernel *kernel) |
void | set_t (int32_t t) |
int32_t | get_t () const |
virtual const char * | get_name () 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 | |
void | init () |
Protected Attributes | |
int32_t | m_t |
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int32_t | m_target_dim |
CDistance * | m_distance |
CKernel * | m_kernel |
Additional Inherited Members | |
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SGIO * | io |
Parallel * | parallel |
Version * | version |
Parameter * | m_parameters |
Parameter * | m_model_selection_parameters |
CDiffusionMaps | ( | ) |
constructor
Definition at line 24 of file DiffusionMaps.cpp.
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virtual |
destructor
Definition at line 37 of file DiffusionMaps.cpp.
apply preprocessor to features
features |
Implements CEmbeddingConverter.
Definition at line 56 of file DiffusionMaps.cpp.
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virtual |
embed kernel
kernel | to use for embedding |
Definition at line 70 of file DiffusionMaps.cpp.
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virtual |
int32_t get_t | ( | ) | const |
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protected |
default init
Reimplemented from CEmbeddingConverter.
Definition at line 32 of file DiffusionMaps.cpp.
void set_t | ( | int32_t | t | ) |
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protected |
number of steps
Definition at line 70 of file DiffusionMaps.h.