cascdynetinf.h File Reference

#include "Snap.h"

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Classes
class	THitInfo
class	TCascade
class	TNodeInfo
class	TNIBs
Typedefs
typedef TNodeEDatNet< TStr, TFltFltH >	TStrFltFltHNEDNet
typedef TPt< TStrFltFltHNEDNet >	PStrFltFltHNEDNet
typedef TNodeEDatNet< TStr, TFlt >	TStrFltNEDNet
typedef TPt< TStrFltNEDNet >	PStrFltNEDNet
Enumerations
enum	TModel { EXP, POW, RAY, WEI }
enum	TVarying {   CONSTANT, LINEAR, EXPONENTIAL, RAYLEIGH,   SLAB, SQUARE, CHAINSAW, RANDOM }
enum	TOptMethod {   OSG, OWSG, OESG, OWESG,   ORSG, OBSG, OWBSG, OEBSG,   ORBSG, OFG }
enum	TSampling {   UNIF_SAMPLING, WIN_SAMPLING, EXP_SAMPLING, WIN_EXP_SAMPLING,   RAY_SAMPLING }
enum	TRegularizer { NONE, L2REG }
enum	TRunningMode { TIME_STEP, INFECTION_STEP, CASCADE_STEP, SINGLE_STEP }

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Typedef Documentation

typedef TPt<TStrFltFltHNEDNet> PStrFltFltHNEDNet

Definition at line 62 of file cascdynetinf.h.

typedef TPt<TStrFltNEDNet> PStrFltNEDNet

Definition at line 65 of file cascdynetinf.h.

typedef TNodeEDatNet<TStr, TFltFltH> TStrFltFltHNEDNet

Definition at line 61 of file cascdynetinf.h.

typedef TNodeEDatNet<TStr, TFlt> TStrFltNEDNet

Definition at line 64 of file cascdynetinf.h.

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Enumeration Type Documentation

enum TModel

Enumerator:

EXP
POW
RAY
WEI

Definition at line 7 of file cascdynetinf.h.

             {
  EXP, // exponential
  POW, // powerlaw
  RAY, // rayleigh
  WEI // weibull
} TModel;

enum TOptMethod

Enumerator:

OSG
OWSG
OESG
OWESG
ORSG
OBSG
OWBSG
OEBSG
ORBSG
OFG

Definition at line 27 of file cascdynetinf.h.

             {
  OSG,    // stochastic gradient
  OWSG,    // windowed stochastic gradient
  OESG,   // exponential decay stochastic gradient
  OWESG,  // windowed exponential decay stochastic gradient
  ORSG,  // rayleigh decay stochastic gradient
  OBSG,   // no decay batch stochastic gradient
  OWBSG,   // windowed batch stochastic gradient
  OEBSG,  // exponential decay batch stochastic gradient
  ORBSG,  // rayleigh decay batch stochastic gradient
  OFG
} TOptMethod;

enum TRegularizer

Enumerator:

NONE
L2REG

Definition at line 49 of file cascdynetinf.h.

             {
  NONE, // no regularizer
  L2REG // L2 regularizer
} TRegularizer;

enum TRunningMode

Enumerator:

TIME_STEP
INFECTION_STEP
CASCADE_STEP
SINGLE_STEP

Definition at line 54 of file cascdynetinf.h.

             {
  TIME_STEP, // run inference every time step
  INFECTION_STEP, // run inference every # number of infections
  CASCADE_STEP, // run inference every time a cascade "finishes"
  SINGLE_STEP
} TRunningMode;

enum TSampling

Enumerator:

UNIF_SAMPLING
WIN_SAMPLING
EXP_SAMPLING
WIN_EXP_SAMPLING
RAY_SAMPLING

Definition at line 40 of file cascdynetinf.h.

             {
  UNIF_SAMPLING,
  WIN_SAMPLING,
  EXP_SAMPLING,
  WIN_EXP_SAMPLING,
  RAY_SAMPLING
} TSampling;

enum TVarying

Enumerator:

CONSTANT
LINEAR
EXPONENTIAL
RAYLEIGH
SLAB
SQUARE
CHAINSAW
RANDOM

Definition at line 15 of file cascdynetinf.h.

             {
  CONSTANT, // constant
  LINEAR, // linear trend up/down
  EXPONENTIAL, // exponential trend
  RAYLEIGH, // rayleigh trend
  SLAB, // slab
  SQUARE, // square
  CHAINSAW, // chainsaw
  RANDOM // random noise around alpha value
} TVarying;