Index

A

accessor (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute) Algo (class in decanter.core.enums.algorithms) annotationsMeta (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute)

api (decanter.core.context.Context attribute) attributes (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute) (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute)

B

BAR_CNT (decanter.core.jobs.task.CoreTask attribute) best_model (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute)

C

close() (decanter.core.context.Context static method) ColumnSpec (class in decanter.core.core_api.setup_input) completed_at (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute) (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute) Context (class in decanter.core.context) core_service (decanter.core.jobs.job.Job attribute) (decanter.core.jobs.task.CoreTask attribute) CoreClient (class in decanter.core.client) CoreTask (class in decanter.core.jobs.task)

CORO_TASKS (decanter.core.context.Context attribute) create() (decanter.core.context.Context class method) (decanter.core.core_api.model.Model class method) (decanter.core.core_api.model.MultiModel class method) (decanter.core.jobs.data_upload.DataUpload class method) (decanter.core.jobs.experiment.Experiment class method) (decanter.core.jobs.experiment.ExperimentCluster class method) (decanter.core.jobs.experiment.ExperimentTS class method) created_at (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute) (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute)

D

data_type (decanter.core.core_api.setup_input.ColumnSpec property) DataUpload (class in decanter.core.jobs.data_upload) decanter.core.client module decanter.core.context module decanter.core.core_api.model module decanter.core.core_api.predict_input module decanter.core.core_api.setup_input module decanter.core.core_api.train_input module decanter.core.enums.algorithms module decanter.core.enums.evaluators module

decanter.core.jobs.experiment module decanter.core.jobs.job module decanter.core.jobs.predict_result module decanter.core.jobs.task module download() (decanter.core.core_api.model.Model method) (decanter.core.core_api.model.MultiModel method) download_by_id() (decanter.core.core_api.model.Model class method) (decanter.core.core_api.model.MultiModel class method) download_csv() (decanter.core.jobs.data_upload.DataUpload method) (decanter.core.jobs.predict_result.PredictResult method) download_model (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute)

E

enable_default_logger() (in module decanter.core) Evaluator (class in decanter.core.enums.evaluators) exp_id (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute)

Experiment (class in decanter.core.jobs.experiment) ExperimentCluster (class in decanter.core.jobs.experiment) ExperimentTS (class in decanter.core.jobs.experiment)

F

features (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute)

file (decanter.core.jobs.task.UploadTask attribute)

G

get() (decanter.core.core_api.model.Model method) (decanter.core.jobs.job.Job method) get_all_jobs() (decanter.core.context.Context static method) get_best_model() (decanter.core.jobs.experiment.Experiment method) get_jobs_by_name() (decanter.core.context.Context static method) get_jobs_status() (decanter.core.context.Context static method) get_model (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute)

get_or_create_eventloop() (in module decanter.core.context) get_setup_params() (decanter.core.core_api.setup_input.SetupInput method) get_train_params() (decanter.core.core_api.train_input.TrainClusterInput method) (decanter.core.core_api.train_input.TrainInput method) (decanter.core.core_api.train_input.TrainTSInput method) get_ts_algorithms() (decanter.core.core_api.train_input.TrainTSInput static method) getPredictParams() (decanter.core.core_api.predict_input.PredictInput method)

H

healthy() (decanter.core.context.Context static method) HOST (decanter.core.context.Context attribute) hyperparameters (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute) (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute)

I

id (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute) (decanter.core.core_api.setup_input.ColumnSpec property) (decanter.core.jobs.job.Job attribute) (decanter.core.jobs.task.CoreTask attribute) importances (decanter.core.core_api.model.Model attribute)

is_done() (decanter.core.core_api.model.Model method) (decanter.core.jobs.job.Job method) (decanter.core.jobs.task.Task method) is_fail() (decanter.core.jobs.job.Job method) (decanter.core.jobs.task.Task method) is_success() (decanter.core.jobs.job.Job method) (decanter.core.jobs.task.Task method)

J

Job (class in decanter.core.jobs.job) JOBS (decanter.core.context.Context attribute) jobs (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) (decanter.core.jobs.job.Job attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute)

K

key (decanter.core.core_api.model.Model attribute)

L

LOOP (decanter.core.context.Context attribute)

M

Model (class in decanter.core.core_api.model) models (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) module decanter.core.client decanter.core.context decanter.core.core_api.model decanter.core.core_api.predict_input decanter.core.core_api.setup_input decanter.core.core_api.train_input decanter.core.enums.algorithms decanter.core.enums.evaluators decanter.core.jobs.experiment decanter.core.jobs.job decanter.core.jobs.predict_result decanter.core.jobs.task

MultiModel (class in decanter.core.core_api.model)

N

name (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute) (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) (decanter.core.jobs.job.Job attribute) (decanter.core.jobs.task.CoreTask attribute) (decanter.core.jobs.task.Task attribute)

not_done() (decanter.core.jobs.job.Job method) (decanter.core.jobs.task.Task method)

O

options (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute)

originSchema (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute)

P

PASSWORD (decanter.core.context.Context attribute) predict() (decanter.core.client.CoreClient static method) predict_input (decanter.core.jobs.task.PredictTask attribute) (decanter.core.jobs.task.PredictTSTask attribute) predict_ts() (decanter.core.client.CoreClient static method) PredictInput (class in decanter.core.core_api.predict_input)

predictionPipeline (decanter.core.core_api.model.MultiModel attribute) PredictResult (class in decanter.core.jobs.predict_result) PredictTask (class in decanter.core.jobs.task) PredictTSInput (class in decanter.core.core_api.predict_input) PredictTSResult (class in decanter.core.jobs.predict_result) PredictTSTask (class in decanter.core.jobs.task) progress (decanter.core.jobs.task.CoreTask attribute)

R

recommendations (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) response (decanter.core.jobs.task.CoreTask attribute) result (decanter.core.jobs.job.Job attribute) (decanter.core.jobs.task.Task attribute) run() (decanter.core.context.Context static method) (decanter.core.jobs.task.CoreTask method) (decanter.core.jobs.task.PredictTask method) (decanter.core.jobs.task.PredictTSTask method) (decanter.core.jobs.task.SetupTask method) (decanter.core.jobs.task.Task method) (decanter.core.jobs.task.TrainClusterTask method) (decanter.core.jobs.task.TrainTask method) (decanter.core.jobs.task.TrainTSTask method) (decanter.core.jobs.task.UploadTask method)

S

schema (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute) select_model_by (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) setup() (decanter.core.client.CoreClient static method) setup_input (decanter.core.jobs.task.SetupTask attribute) SetupInput (class in decanter.core.core_api.setup_input) SetupTask (class in decanter.core.jobs.task)

show() (decanter.core.jobs.data_upload.DataUpload method) (decanter.core.jobs.predict_result.PredictResult method) show_df() (decanter.core.jobs.data_upload.DataUpload method) (decanter.core.jobs.predict_result.PredictResult method) show_model_attr() (in module decanter.core.plot) status (decanter.core.jobs.job.Job attribute) (decanter.core.jobs.task.Task attribute) stop() (decanter.core.jobs.job.Job method) (decanter.core.jobs.task.CoreTask method) stop_all_jobs() (decanter.core.context.Context static method) stop_jobs() (decanter.core.context.Context static method)

T

target (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) Task (class in decanter.core.jobs.task) task (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) (decanter.core.jobs.job.Job attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute) task_status (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute) test_base_id (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) train() (decanter.core.client.CoreClient static method)

train_cluster() (decanter.core.client.CoreClient static method) train_data_id (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) train_input (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) (decanter.core.jobs.task.TrainClusterTask attribute) (decanter.core.jobs.task.TrainTask attribute) (decanter.core.jobs.task.TrainTSTask attribute) train_ts() (decanter.core.client.CoreClient static method) TrainClusterInput (class in decanter.core.core_api.train_input) TrainClusterTask (class in decanter.core.jobs.task) TrainInput (class in decanter.core.core_api.train_input) TrainTask (class in decanter.core.jobs.task) TrainTSInput (class in decanter.core.core_api.train_input) TrainTSTask (class in decanter.core.jobs.task)

U

update() (decanter.core.core_api.model.Model method) (decanter.core.jobs.job.Job method) (decanter.core.jobs.task.CoreTask method) (decanter.core.jobs.task.Task method) update_result() (decanter.core.jobs.data_upload.DataUpload method) (decanter.core.jobs.experiment.Experiment method) (decanter.core.jobs.job.Job method) (decanter.core.jobs.predict_result.PredictResult method) updated_at (decanter.core.core_api.model.Model attribute) (decanter.core.core_api.model.MultiModel attribute) (decanter.core.jobs.data_upload.DataUpload attribute) (decanter.core.jobs.experiment.Experiment attribute) (decanter.core.jobs.experiment.ExperimentCluster attribute) (decanter.core.jobs.experiment.ExperimentTS attribute) (decanter.core.jobs.predict_result.PredictResult attribute) (decanter.core.jobs.predict_result.PredictTSResult attribute)

upload() (decanter.core.client.CoreClient static method) UploadTask (class in decanter.core.jobs.task) USERNAME (decanter.core.context.Context attribute)

W

wait() (decanter.core.jobs.job.Job method)