VW::reductions::automl::automl< CMType > Class Template Reference

#include <automl_impl.h>

Public Member Functions
	automl (std::unique_ptr< CMType > cm, VW::io::logger *logger, bool predict_only_model, std::string trace_prefix)
void	one_step (VW::LEARNER::learner &base, multi_ex &ec, VW::cb_class &logged, uint64_t labelled_action)
void	offset_learn (VW::LEARNER::learner &base, multi_ex &ec, VW::cb_class &logged, uint64_t labelled_action)

Public Attributes
automl_state	current_state = automl_state::Experimenting
std::unique_ptr< CMType >	cm
VW::io::logger *	logger
LEARNER::learner *	adf_learner = nullptr
bool	debug_reverse_learning_order = false
const bool	should_save_predict_only_model
std::unique_ptr< std::ofstream >	log_file

Constructor & Destructor Documentation

automl()

template<typename CMType >

VW::reductions::automl::automl< CMType >::automl ( std::unique_ptr< CMType >  cm, VW::io::logger *  logger, bool  predict_only_model, std::string  trace_prefix  )

inline

Member Function Documentation

offset_learn()

template<typename CMType >

void VW::reductions::automl::automl< CMType >::offset_learn	(	VW::LEARNER::learner &	base,
		multi_ex &	ec,
		VW::cb_class &	logged,
		uint64_t	labelled_action
	)

one_step()

template<typename CMType >

void VW::reductions::automl::automl< CMType >::one_step	(	VW::LEARNER::learner &	base,
		multi_ex &	ec,
		VW::cb_class &	logged,
		uint64_t	labelled_action
	)

Member Data Documentation

adf_learner

template<typename CMType >

LEARNER::learner* VW::reductions::automl::automl< CMType >::adf_learner = nullptr

cm

template<typename CMType >

std::unique_ptr<CMType> VW::reductions::automl::automl< CMType >::cm

current_state

template<typename CMType >

automl_state VW::reductions::automl::automl< CMType >::current_state = automl_state::Experimenting

debug_reverse_learning_order

template<typename CMType >

bool VW::reductions::automl::automl< CMType >::debug_reverse_learning_order = false

log_file

template<typename CMType >

std::unique_ptr<std::ofstream> VW::reductions::automl::automl< CMType >::log_file

logger

template<typename CMType >

VW::io::logger* VW::reductions::automl::automl< CMType >::logger

should_save_predict_only_model

template<typename CMType >

const bool VW::reductions::automl::automl< CMType >::should_save_predict_only_model

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The documentation for this class was generated from the following file:

• /nix/store/2saqbz278bj3pvhbfxlcc50cjbvs3h0h-source/vowpalwabbit/core/include/vw/core/automl_impl.h