Index

B

BaseTable (class in synicix_ml_pipeline.datajoint_tables.BaseTable)

C

check_if_tuple_in_table() (synicix_ml_pipeline.datajoint_tables.BaseTable.BaseTable class method)

compute_md5_hash() (synicix_ml_pipeline.datajoint_tables.BaseTable.BaseTable static method) compute_regularizer() (synicix_ml_pipeline.models.SimpleMLP.SimpleMLP method)

D

DatasetConfig (class in synicix_ml_pipeline.datajoint_tables.DatasetConfig)

E

eval_step() (synicix_ml_pipeline.trainers.NNTrainer.NNTrainer method)

evaluate() (synicix_ml_pipeline.trainers.NNTrainer.NNTrainer method)

F

forward() (synicix_ml_pipeline.models.SimpleMLP.SimpleMLP method)

G

get_additional_model_params() (synicix_ml_pipeline.dataset_classes.NeuroDataDataset.NeuroDataDataset method) (synicix_ml_pipeline.dataset_classes.StockDataset.StockDataset method) get_criterion_class_and_params() (synicix_ml_pipeline.datajoint_tables.TrainingConfig.TrainingConfig class method)

get_dataloaders() (synicix_ml_pipeline.datajoint_tables.DatasetConfig.DatasetConfig method) get_model_class_and_params() (synicix_ml_pipeline.datajoint_tables.ModelConfig.ModelConfig class method) get_optimizer_class_and_params() (synicix_ml_pipeline.datajoint_tables.TrainingConfig.TrainingConfig class method)

I

import_class_from_module() (synicix_ml_pipeline.datajoint_tables.BaseTable.BaseTable static method) insert_tuple() (synicix_ml_pipeline.datajoint_tables.TrainingTask.TrainingTask class method)

insert_tuples() (synicix_ml_pipeline.datajoint_tables.BaseTable.BaseTable class method) (synicix_ml_pipeline.datajoint_tables.DatasetConfig.DatasetConfig method)

L

load_best_performing_model() (synicix_ml_pipeline.trainers.NNTrainer.NNTrainer method)

load_model() (synicix_ml_pipeline.trainers.NNTrainer.NNTrainer method)

M

ModelConfig (class in synicix_ml_pipeline.datajoint_tables.ModelConfig)

N

NeuroDataDataset (class in synicix_ml_pipeline.dataset_classes.NeuroDataDataset)

NNTrainer (class in synicix_ml_pipeline.trainers.NNTrainer)

S

save_model() (synicix_ml_pipeline.trainers.NNTrainer.NNTrainer method) should_early_stop() (synicix_ml_pipeline.trainers.NNTrainer.NNTrainer method) SimpleMLP (class in synicix_ml_pipeline.models.SimpleMLP) StockDataset (class in synicix_ml_pipeline.dataset_classes.StockDataset) synicix_ml_pipeline (module) synicix_ml_pipeline.criterions (module) synicix_ml_pipeline.datajoint_tables (module) synicix_ml_pipeline.datajoint_tables.BaseTable (module) synicix_ml_pipeline.datajoint_tables.DatasetConfig (module)

synicix_ml_pipeline.datajoint_tables.ModelConfig (module) synicix_ml_pipeline.datajoint_tables.TrainingConfig (module) synicix_ml_pipeline.datajoint_tables.TrainingTask (module) synicix_ml_pipeline.dataset_classes (module) synicix_ml_pipeline.dataset_classes.NeuroDataDataset (module) synicix_ml_pipeline.dataset_classes.StockDataset (module) synicix_ml_pipeline.models (module) synicix_ml_pipeline.models.SimpleMLP (module) synicix_ml_pipeline.trainers (module) synicix_ml_pipeline.trainers.NNTrainer (module)

T

train() (synicix_ml_pipeline.trainers.NNTrainer.NNTrainer method) train_step() (synicix_ml_pipeline.trainers.NNTrainer.NNTrainer method)

TrainingConfig (class in synicix_ml_pipeline.datajoint_tables.TrainingConfig) TrainingTask (class in synicix_ml_pipeline.datajoint_tables.TrainingTask)

V

validate() (synicix_ml_pipeline.trainers.NNTrainer.NNTrainer method)

value_to_float() (synicix_ml_pipeline.dataset_classes.StockDataset.StockDataset method)