Feat C++ API
A feature engineering automation tool
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#include <n_variable.h>
Public Member Functions | |
NodeVariable (const size_t &l, char ntype='f', std::string n="") | |
NodeVariable () | |
void | evaluate (const Data &data, State &state) |
Evaluates the node and updates the state states. More... | |
void | eval_eqn (State &state) |
Evaluates the node symbolically. More... | |
Public Member Functions inherited from FT::Pop::Op::Node | |
Node () | |
virtual | ~Node () |
unsigned int | total_arity () |
ArrayXf | limited (ArrayXf x) |
limits node output to be between MIN_FLT and MAX_FLT More... | |
void | eval_complexity (map< char, vector< unsigned int >> &cstate) |
evaluates complexity of this node in the context of its child nodes. More... | |
void | eval_complexity_db (map< char, vector< string >> &cstate) |
evaluates complexity of this node in the context of its child nodes. More... | |
virtual bool | isNodeDx () |
check of node type More... | |
virtual bool | isNodeTrain () |
std::unique_ptr< Node > | clone () const |
makes a unique copy of this node More... | |
std::unique_ptr< Node > | rnd_clone () const |
makes a randomized unique copy ofnode More... | |
Public Attributes | |
size_t | loc |
column location in X, for x types More... | |
Public Attributes inherited from FT::Pop::Op::Node | |
string | name |
node type More... | |
string | variable_name |
variable name, if any More... | |
char | otype |
output type More... | |
std::map< char, unsigned int > | arity |
arity of the operator More... | |
int | complexity |
complexity of node More... | |
int | visits = 0 |
Protected Member Functions | |
NodeVariable * | clone_impl () const override |
NodeVariable * | rnd_clone_impl () const override |
Definition at line 15 of file n_variable.h.
FT::Pop::Op::NodeVariable< T >::NodeVariable | ( | const size_t & | l, |
char | ntype = 'f' , |
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std::string | n = "" |
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Definition at line 22 of file n_variable.cc.
FT::Pop::Op::NodeVariable< T >::NodeVariable |
Definition at line 14 of file n_variable.cc.
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overrideprotectedvirtual |
Implements FT::Pop::Op::Node.
Definition at line 72 of file n_variable.cc.
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virtual |
Evaluates the node symbolically.
Implements FT::Pop::Op::Node.
Definition at line 66 of file n_variable.cc.
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virtual |
Evaluates the node and updates the state states.
Evaluates the node and updates the state states.
Implements FT::Pop::Op::Node.
Definition at line 37 of file n_variable.cc.
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overrideprotectedvirtual |
Implements FT::Pop::Op::Node.
Definition at line 76 of file n_variable.cc.
size_t FT::Pop::Op::NodeVariable< T >::loc |
column location in X, for x types
Definition at line 18 of file n_variable.h.