VW::reductions::automl Namespace Reference

Classes
class	aml_estimator
class	automl
class	champdupe_impl
class	config_oracle
class	interaction_config_manager
class	Iterator
class	ns_based_config
class	one_diff_impl
class	one_diff_inclusion_impl
class	oracle_rand_impl
class	qbase_cubic

Typedefs
using	interaction_vec_t = std::vector< std::vector< namespace_index > >
template<typename estimator_impl >
using	estimator_vec_t = std::vector< std::pair< aml_estimator< estimator_impl >, estimator_impl > >
using	set_ns_list_t = std::set< std::vector< VW::namespace_index > >
using	priority_func = std::function< float(const ns_based_config &, const std::map< namespace_index, uint64_t > &)>

Enumerations
enum class	config_state { New , Live , Inactive , Removed }
enum class	config_type { Exclusion , Interaction }
enum class	automl_state { Experimenting }

Functions
bool	count_namespaces (const multi_ex &ecs, std::map< namespace_index, uint64_t > &ns_counter)
void	apply_config (example *ec, interaction_vec_t *live_interactions)
bool	is_allowed_to_remove (const namespace_index ns)
void	clear_non_champ_weights (dense_parameters &weights, uint32_t total, uint32_t &feature_width)
bool	worse ()

Typedef Documentation

estimator_vec_t

template<typename estimator_impl >

using VW::reductions::automl::estimator_vec_t = typedef std::vector<std::pair<aml_estimator<estimator_impl>, estimator_impl> >

interaction_vec_t

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

priority_func

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

set_ns_list_t

using VW::reductions::automl::set_ns_list_t = typedef std::set<std::vector<VW::namespace_index> >

Enumeration Type Documentation

automl_state

enum class VW::reductions::automl::automl_state

strong

Enumerator
Experimenting

config_state

enum class VW::reductions::automl::config_state

strong

Enumerator
New
Live
Inactive
Removed

config_type

enum class VW::reductions::automl::config_type

strong

Enumerator
Exclusion
Interaction

Function Documentation

apply_config()

void VW::reductions::automl::apply_config	(	example *	ec,
		interaction_vec_t *	live_interactions
	)

clear_non_champ_weights()

void VW::reductions::automl::clear_non_champ_weights	(	dense_parameters &	weights,
		uint32_t	total,
		uint32_t &	feature_width
	)

count_namespaces()

bool VW::reductions::automl::count_namespaces	(	const multi_ex &	ecs,
		std::map< namespace_index, uint64_t > &	ns_counter
	)

is_allowed_to_remove()

bool VW::reductions::automl::is_allowed_to_remove

(

const namespace_index

ns

)

worse()

bool VW::reductions::automl::worse

(

)