Feat C++ API
A feature engineering automation tool
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#include <n_constant.h>
Public Member Functions | |
NodeConstant () | |
NodeConstant (bool &v) | |
declares a boolean constant More... | |
NodeConstant (const float &v) | |
declares a float constant More... | |
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 | |
float | d_value |
value, for k and x types More... | |
bool | b_value |
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 | |
NodeConstant * | clone_impl () const override |
NodeConstant * | rnd_clone_impl () const override |
Definition at line 14 of file n_constant.h.
FT::Pop::Op::NodeConstant::NodeConstant | ( | ) |
FT::Pop::Op::NodeConstant::NodeConstant | ( | bool & | v | ) |
declares a boolean constant
Definition at line 13 of file n_constant.cc.
FT::Pop::Op::NodeConstant::NodeConstant | ( | const float & | v | ) |
declares a float constant
Definition at line 22 of file n_constant.cc.
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overrideprotectedvirtual |
Implements FT::Pop::Op::Node.
Definition at line 63 of file n_constant.cc.
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virtual |
Evaluates the node symbolically.
Implements FT::Pop::Op::Node.
Definition at line 55 of file n_constant.cc.
Evaluates the node and updates the state states.
Implements FT::Pop::Op::Node.
Definition at line 32 of file n_constant.cc.
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overrideprotectedvirtual |
Implements FT::Pop::Op::Node.
Definition at line 65 of file n_constant.cc.
bool FT::Pop::Op::NodeConstant::b_value |
Definition at line 19 of file n_constant.h.
float FT::Pop::Op::NodeConstant::d_value |
value, for k and x types
Definition at line 18 of file n_constant.h.