VW::automl Namespace Reference

Namespaces
	details

Classes
struct	aml_score
struct	automl
struct	config_manager
struct	exclusion_config
struct	interaction_config_manager

Typedefs
using	namespace_index = unsigned char
using	interaction_vec_t = std::vector< std::vector< namespace_index > >
using	priority_func = float(const exclusion_config &, const std::map< namespace_index, uint64_t > &)

Enumerations
enum	config_state { config_state::New, config_state::Live, config_state::Inactive, config_state::Removed }
enum	automl_state { automl_state::Collecting, automl_state::Experimenting }

Functions
VW::LEARNER::base_learner *	automl_setup (VW::setup_base_i &)

Variables
constexpr uint64_t	MAX_CONFIGS = 10
constexpr uint64_t	CONFIGS_PER_CHAMP_CHANGE = 5
const std::vector< unsigned char >	NS_EXCLUDE_LIST = {ccb_slot_namespace, ccb_id_namespace}

Typedef Documentation

interaction_vec_t

using VW::automl::interaction_vec_t = typedef std::vector<std::vector<namespace_index> >

namespace_index

using VW::automl::namespace_index = typedef unsigned char

priority_func

using VW::automl::priority_func = typedef float(const exclusion_config&, const std::map<namespace_index, uint64_t>&)

Enumeration Type Documentation

automl_state

enum VW::automl::automl_state

strong

Enumerator
Collecting
Experimenting

config_state

enum VW::automl::config_state

strong

Enumerator
New
Live
Inactive
Removed

Function Documentation

automl_setup()

VW::LEARNER::base_learner* VW::automl::automl_setup

(

VW::setup_base_i &

)

Variable Documentation

CONFIGS_PER_CHAMP_CHANGE

constexpr uint64_t VW::automl::CONFIGS_PER_CHAMP_CHANGE = 5

MAX_CONFIGS

constexpr uint64_t VW::automl::MAX_CONFIGS = 10

NS_EXCLUDE_LIST

const std::vector<unsigned char> VW::automl::NS_EXCLUDE_LIST = {ccb_slot_namespace, ccb_id_namespace}