Feat C++ API
A feature engineering automation tool
simulated_annealing.h
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1 /* FEAT
2 copyright 2017 William La Cava
3 license: GNU/GPL v3
4 */
5 #ifndef SIMANNEAL_H
6 #define SIMANNEAL_H
7 
8 #include "selection_operator.h"
9 
10 namespace FT{
11 
12  namespace Sel{
14 
17  struct SimAnneal : SelectionOperator
18  {
21  SimAnneal(bool surv);
22 
23  ~SimAnneal();
24 
25  vector<size_t> select(Population& pop,
26  const Parameters& params, const Data& d);
27  vector<size_t> survive(Population& pop,
28  const Parameters& params, const Data& d);
29  private:
30  float t;
31  float t0;
32  };
33  }
34 }
35 #endif
FT::Dat::Data
data holding X, y, and Z data
Definition: data.h:42
FT::Opt::pop
T pop(vector< T > *v)
Definition: auto_backprop.h:49
FT
main Feat namespace
Definition: data.cc:13
selection_operator.h
FT::Parameters
holds the hyperparameters for Feat.
Definition: params.h:25
FT::Pop::Population
Defines a population of programs and functions for constructing them.
Definition: population.h:28
FT::Sel::SelectionOperator
base class for selection operators.
Definition: selection_operator.h:19
FT::Sel::SimAnneal::t
float t
annealing temperature
Definition: simulated_annealing.h:30
FT::Sel::SimAnneal::t0
float t0
initial temperature
Definition: simulated_annealing.h:31
FT::Sel::SimAnneal::select
vector< size_t > select(Population &pop, const Parameters &params, const Data &d)
Definition: simulated_annealing.cc:16
FT::Sel::SimAnneal::survive
vector< size_t > survive(Population &pop, const Parameters &params, const Data &d)
Definition: simulated_annealing.cc:35