Index

_

__getitem__() (letstune.results.epoch.Training method) (letstune.results.epoch.TuningResults method) (letstune.results.simple.TuningResults method)

__len__() (letstune.results.epoch.Training method) (letstune.results.epoch.TuningResults method) (letstune.results.simple.TuningResults method)

B

best_epoch (letstune.results.epoch.Training attribute)

bools() (in module letstune.rand)

C

checkpoint (letstune.results.epoch.Epoch property) (letstune.results.simple.Training property)

create_model() (letstune.EpochTrainer method) (letstune.Params method)

D

duration (letstune.results.epoch.Epoch property) (letstune.results.epoch.Training property) (letstune.results.simple.Training property)

E

end_time (letstune.results.epoch.Epoch attribute) (letstune.results.epoch.Training property) (letstune.results.simple.Training attribute) Epoch (class in letstune.results.epoch) epoch_id (letstune.results.epoch.Epoch attribute)

EpochTrainer (class in letstune) Error (class in letstune.results.epoch) (class in letstune.results.simple) errors (letstune.results.epoch.TuningResults property) (letstune.results.simple.TuningResults property)

F

from_json() (letstune.Params class method)

G

get_random_params() (letstune.Params class method) (letstune.rand.RandomParamsGenerator method)

I

ints() (in module letstune.rand)

L

last_epoch (letstune.results.epoch.Training attribute) letstune.params module letstune.rand module letstune.results.epoch module

letstune.results.simple module letstune.trainer module load() (letstune.EpochTrainer method) load_dataset() (letstune.EpochTrainer method) (letstune.SimpleTrainer method)

M

metric (letstune.EpochTrainer property) (letstune.results.epoch.TuningResults property) (letstune.results.simple.TuningResults property) (letstune.SimpleTrainer property) metric_value (letstune.results.epoch.Epoch attribute) (letstune.results.epoch.Training property) (letstune.results.simple.Training attribute) metric_values (letstune.results.epoch.Epoch attribute) (letstune.results.simple.Training attribute)

module letstune.params letstune.rand letstune.results.epoch letstune.results.simple letstune.trainer msg (letstune.results.epoch.Error attribute) (letstune.results.simple.Error attribute)

N

NoDefaultRandomGeneratorError

normal() (in module letstune.rand)

O

oneof() (in module letstune.rand)

P

Params (class in letstune) params (letstune.results.epoch.Error attribute) (letstune.results.epoch.Training attribute) (letstune.results.simple.Error attribute) (letstune.results.simple.Training attribute)

R

RandomParamsGenerator (class in letstune.rand)

round (letstune.results.epoch.Training attribute)

S

save() (letstune.EpochTrainer method) (letstune.SimpleTrainer method) SimpleTrainer (class in letstune)

start_time (letstune.results.epoch.Epoch attribute) (letstune.results.epoch.Training property) (letstune.results.simple.Training attribute)

T

to_df() (letstune.results.epoch.TuningResults method) (letstune.results.simple.TuningResults method) to_dict() (letstune.Params method) to_json() (letstune.Params method) total_duration (letstune.results.epoch.Epoch attribute) total_metric_value (letstune.results.epoch.Epoch attribute) train() (letstune.SimpleTrainer method) train_epoch() (letstune.EpochTrainer method) Training (class in letstune.results.epoch) (class in letstune.results.simple)

training_id (letstune.results.epoch.Epoch attribute) (letstune.results.epoch.Error attribute) (letstune.results.epoch.Training attribute) (letstune.results.simple.Error attribute) (letstune.results.simple.Training attribute) tune() (in module letstune) TuningResults (class in letstune.results.epoch) (class in letstune.results.simple)

U

uniform() (in module letstune.rand)