Index

_

__init__() (hill_climber.ExchangeScheduler method) (hill_climber.HillClimber method) (hill_climber.OptimizerConfig method) (hill_climber.ReplicaState method) (hill_climber.TemperatureLadder method)

__post_init__() (hill_climber.OptimizerConfig method)

B

best_data (hill_climber.ReplicaState attribute), [1]

best_metrics (hill_climber.ReplicaState attribute), [1] best_objective (hill_climber.ReplicaState attribute), [1]

C

calculate_objective() (in module hill_climber.climber_functions) checkpoint_file (hill_climber.OptimizerConfig attribute), [1] checkpoint_interval (hill_climber.OptimizerConfig attribute), [1] climb() (hill_climber.HillClimber method)

cooling_rate (hill_climber.OptimizerConfig attribute), [1] create_replica_state() (in module hill_climber) current_data (hill_climber.ReplicaState attribute), [1] current_objective (hill_climber.ReplicaState attribute), [1] custom() (hill_climber.TemperatureLadder class method)

D

db_enabled (hill_climber.OptimizerConfig attribute), [1]

db_path (hill_climber.OptimizerConfig attribute), [1] db_step_interval (hill_climber.OptimizerConfig attribute), [1]

E

exchange_acceptances (hill_climber.ReplicaState attribute), [1] exchange_attempts (hill_climber.ReplicaState attribute), [1] exchange_interval (hill_climber.OptimizerConfig attribute), [1]

exchange_strategy (hill_climber.OptimizerConfig attribute), [1] ExchangeScheduler (class in hill_climber) extract_columns() (in module hill_climber.climber_functions)

F

final_step_spread (hill_climber.OptimizerConfig attribute), [1]

from_dict() (hill_climber.ReplicaState class method)

G

geometric() (hill_climber.TemperatureLadder class method)

get_pairs() (hill_climber.ExchangeScheduler method) get_replicas() (hill_climber.HillClimber method)

H

hill_climber.climber_functions module

HillClimber (class in hill_climber) hyperparameters (hill_climber.ReplicaState attribute), [1]

I

initial_step_spread (hill_climber.OptimizerConfig attribute), [1]

L

linear() (hill_climber.TemperatureLadder class method)

load_checkpoint() (hill_climber.HillClimber class method)

M

max_time (hill_climber.OptimizerConfig attribute), [1] mode (hill_climber.OptimizerConfig attribute), [1]

module hill_climber.climber_functions

N

n_replicas (hill_climber.OptimizerConfig attribute), [1] (hill_climber.TemperatureLadder property)

n_workers (hill_climber.OptimizerConfig attribute), [1] num_accepted (hill_climber.ReplicaState attribute), [1] num_improvements (hill_climber.ReplicaState attribute), [1]

O

objective_func (hill_climber.OptimizerConfig attribute), [1]

OptimizerConfig (class in hill_climber) original_data (hill_climber.ReplicaState attribute), [1]

P

partner_history (hill_climber.ReplicaState attribute), [1] perturb_fraction (hill_climber.OptimizerConfig attribute), [1]

perturb_vectors() (in module hill_climber.climber_functions) perturbation_num (hill_climber.ReplicaState attribute), [1]

R

replica_id (hill_climber.ReplicaState attribute), [1]

ReplicaState (class in hill_climber)

S

save_checkpoint() (hill_climber.HillClimber method)

start_time (hill_climber.ReplicaState attribute), [1]

T

T_max (hill_climber.OptimizerConfig attribute), [1] T_min (hill_climber.OptimizerConfig attribute), [1] target_value (hill_climber.OptimizerConfig attribute), [1] temperature (hill_climber.ReplicaState attribute), [1]

temperature_history (hill_climber.ReplicaState attribute), [1] temperature_scheme (hill_climber.OptimizerConfig attribute), [1] TemperatureLadder (class in hill_climber) temperatures (hill_climber.TemperatureLadder attribute) to_dict() (hill_climber.ReplicaState method)

V

verbose (hill_climber.OptimizerConfig attribute), [1]