Index

_

__eq__() (golem.core.dag.graph.Graph method) __repr__() (golem.core.dag.graph_node.GraphNode method) __str__() (golem.core.dag.graph_node.GraphNode method) _adapt() (golem.core.adapter.adapter.BaseOptimizationAdapter method) _generate_pstats() (golem.utilities.profiler.time_profiler.TimeProfiler method) _get_logger() (golem.core.log.Log method) _get_parameters_for_tune() (golem.core.tuning.iopt_tuner.IOptTuner method) (golem.core.tuning.simultaneous.SimultaneousTuner method)

_get_underlying_func() (golem.core.adapter.adapt_registry.AdaptRegistry static method) _objective() (golem.core.tuning.sequential.SequentialTuner method) (golem.core.tuning.simultaneous.SimultaneousTuner method) _optimize_node() (golem.core.tuning.sequential.SequentialTuner method) _restore() (golem.core.adapter.adapter.BaseOptimizationAdapter method) _search_near_initial_parameters() (golem.core.tuning.simultaneous.SimultaneousTuner method) _setup_default_logger() (golem.core.log.Log method) _setup_logger_from_json_file() (golem.core.log.Log static method) _transform() (in module golem.core.adapter.adapter)

A

adapt() (golem.core.adapter.adapter.BaseOptimizationAdapter method) adapt_func() (golem.core.adapter.adapter.BaseOptimizationAdapter method) adapter (golem.core.optimisers.optimizer.GraphGenerationParams attribute) adaptive_depth (golem.core.optimisers.optimizer.AlgorithmParameters attribute)

adaptive_depth_max_stagnation (golem.core.optimisers.optimizer.AlgorithmParameters attribute) AdaptRegistry (class in golem.core.adapter.adapt_registry) add_node() (golem.core.dag.graph.Graph method) advisor (golem.core.optimisers.optimizer.GraphGenerationParams attribute) AlgorithmParameters (class in golem.core.optimisers.optimizer)

B

BaseOptimizationAdapter (class in golem.core.adapter.adapter)

C

collect_intermediate_metric (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute)

connect_nodes() (golem.core.dag.graph.Graph method) critical() (golem.core.log.LoggerAdapter method)

D

debug() (golem.core.log.LoggerAdapter method) default_log() (in module golem.core.log) delete_node() (golem.core.dag.graph.Graph method) delete_subtree() (golem.core.dag.graph.Graph method) depth (golem.core.dag.graph.Graph property)

description() (golem.core.dag.graph_node.GraphNode method) descriptive_id (golem.core.dag.graph.Graph property) (golem.core.dag.graph_node.GraphNode property) DirectAdapter (class in golem.core.adapter.adapter) disconnect_nodes() (golem.core.dag.graph.Graph method)

E

early_stopping_callback() (golem.core.tuning.optuna_tuner.OptunaTuner method) early_stopping_iterations (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute)

early_stopping_timeout (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute) error() (golem.core.log.LoggerAdapter method) exception() (golem.core.log.LoggerAdapter method)

G

get_adapter() (golem.core.log.Log method) get_edges() (golem.core.dag.graph.Graph method) get_info() (golem.core.optimisers.objective.objective.Objective method) get_node_by_uid() (golem.core.dag.graph.Graph method) get_nodes_by_name() (golem.core.dag.graph.Graph method) get_nodes_order() (golem.core.tuning.sequential.SequentialTuner method) getstate() (golem.core.log.Log method) golem.core.adapter.adapt_registry module golem.core.adapter.adapter module golem.core.log module

golem.core.tuning.sequential module golem.core.tuning.simultaneous module golem.utilities.profiler.memory_profiler module golem.utilities.profiler.time_profiler module Graph (class in golem.core.dag.graph) graph_description (golem.core.dag.graph.Graph property) GraphGenerationParams (class in golem.core.optimisers.optimizer) GraphNode (class in golem.core.dag.graph_node) GraphOptimizer (class in golem.core.optimisers.optimizer) GraphRequirements (class in golem.core.optimisers.optimization_parameters)

H

history (golem.core.optimisers.optimizer.GraphOptimizer property)

history_dir (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute)

I

IdentityAdapter (class in golem.core.adapter.adapter) info() (golem.core.log.LoggerAdapter method)

IOptTuner (class in golem.core.tuning.iopt_tuner) is_native() (golem.core.adapter.adapt_registry.AdaptRegistry static method)

K

keep_history (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute)

keep_n_best (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute)

L

length (golem.core.dag.graph.Graph property) Log (class in golem.core.log)

log() (golem.core.log.LoggerAdapter method) LoggerAdapter (class in golem.core.log)

M

max_arity (golem.core.optimisers.optimization_parameters.GraphRequirements attribute) max_depth (golem.core.optimisers.optimization_parameters.GraphRequirements attribute) max_graph_fit_time (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute) max_pop_size (golem.core.optimisers.optimizer.AlgorithmParameters attribute) MemoryProfiler (class in golem.utilities.profiler.memory_profiler) message() (golem.core.log.LoggerAdapter method) metrics (golem.core.optimisers.objective.objective.Objective property) min_arity (golem.core.optimisers.optimization_parameters.GraphRequirements attribute)

module golem.core.adapter.adapt_registry golem.core.adapter.adapter golem.core.log golem.core.tuning.sequential golem.core.tuning.simultaneous golem.utilities.profiler.memory_profiler golem.utilities.profiler.time_profiler multi_objective (golem.core.optimisers.optimizer.AlgorithmParameters attribute)

N

n_jobs (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute) name (golem.core.dag.graph_node.GraphNode property) node_children() (golem.core.dag.graph.Graph method)

node_factory (golem.core.optimisers.optimizer.GraphGenerationParams attribute) nodes (golem.core.dag.graph.Graph property) nodes_from (golem.core.dag.graph_node.GraphNode property) num_of_generations (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute)

O

Objective (class in golem.core.optimisers.objective.objective) objective (golem.core.optimisers.optimizer.GraphOptimizer property) objective() (golem.core.tuning.optuna_tuner.OptunaTuner method)

offspring_rate (golem.core.optimisers.optimizer.AlgorithmParameters attribute) optimise() (golem.core.optimisers.optimizer.GraphOptimizer method) OptimizationParameters (class in golem.core.optimisers.optimization_parameters) OptunaTuner (class in golem.core.tuning.optuna_tuner)

P

parallelization_mode (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute) pop_size (golem.core.optimisers.optimizer.AlgorithmParameters attribute)

process() (golem.core.log.LoggerAdapter method) profile() (golem.utilities.profiler.time_profiler.TimeProfiler method)

R

random_graph_factory (golem.core.optimisers.optimizer.GraphGenerationParams attribute) register_native() (golem.core.adapter.adapt_registry.AdaptRegistry method) (in module golem.core.adapter.adapt_registry) release_handlers() (golem.core.log.Log method)

remote_evaluator (golem.core.optimisers.optimizer.GraphGenerationParams attribute) reset_logging_level() (golem.core.log.Log method) restore() (golem.core.adapter.adapter.BaseOptimizationAdapter method) restore_func() (golem.core.adapter.adapter.BaseOptimizationAdapter method) root_node (golem.core.dag.graph.Graph property)

S

SequentialTuner (class in golem.core.tuning.sequential) set_evaluation_callback() (golem.core.optimisers.optimizer.GraphOptimizer method) set_iteration_callback() (golem.core.optimisers.optimizer.GraphOptimizer method) setup_in_mp() (golem.core.log.Log static method) show() (golem.core.dag.graph.Graph method)

show_progress (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute) SimultaneousTuner (class in golem.core.tuning.simultaneous) start_depth (golem.core.optimisers.optimization_parameters.GraphRequirements attribute) static_individual_metadata (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute) structural_diversity_frequency_check (golem.core.optimisers.optimizer.AlgorithmParameters attribute)

T

timeout (golem.core.optimisers.optimization_parameters.OptimizationParameters attribute) TimeProfiler (class in golem.utilities.profiler.time_profiler) tune() (golem.core.tuning.iopt_tuner.IOptTuner method) (golem.core.tuning.optuna_tuner.OptunaTuner method) (golem.core.tuning.sequential.SequentialTuner method) (golem.core.tuning.simultaneous.SimultaneousTuner method)

tune_node() (golem.core.tuning.sequential.SequentialTuner method)

U

unregister_native() (golem.core.adapter.adapt_registry.AdaptRegistry method)

update_node() (golem.core.dag.graph.Graph method) update_subtree() (golem.core.dag.graph.Graph method)

V

verifier (golem.core.optimisers.optimizer.GraphGenerationParams attribute)

W

warning() (golem.core.log.LoggerAdapter method)