Index

A

add_child_experiment() (rubicon_ml.Experiment method) add_comments() (rubicon_ml.Artifact method) (rubicon_ml.Dataframe method) (rubicon_ml.Experiment method) (rubicon_ml.Feature method) (rubicon_ml.Metric method) (rubicon_ml.Parameter method) add_tags() (rubicon_ml.Artifact method) (rubicon_ml.Dataframe method) (rubicon_ml.Experiment method) (rubicon_ml.Feature method) (rubicon_ml.Metric method) (rubicon_ml.Parameter method)

archive() (rubicon_ml.Project method) Artifact (class in rubicon_ml) artifact() (rubicon_ml.Experiment method) (rubicon_ml.Project method) artifacts() (rubicon_ml.Experiment method) (rubicon_ml.Project method) available_schema() (in module rubicon_ml.schema.registry)

B

branch_name (rubicon_ml.Experiment property)

C

comments (rubicon_ml.Artifact property) (rubicon_ml.Dataframe property) (rubicon_ml.Experiment property) (rubicon_ml.Feature property) (rubicon_ml.Metric property) (rubicon_ml.Parameter property) commit_hash (rubicon_ml.Experiment property) config (rubicon_ml.Rubicon property)

create_experiment_task() (in module rubicon_ml.workflow.prefect) create_project() (rubicon_ml.Rubicon method) created_at (rubicon_ml.Artifact property) (rubicon_ml.Dataframe property) (rubicon_ml.Experiment property) (rubicon_ml.Feature property) (rubicon_ml.Metric property) (rubicon_ml.Parameter property) (rubicon_ml.Project property)

D

Dashboard (class in rubicon_ml.viz) data (rubicon_ml.Artifact property) Dataframe (class in rubicon_ml) dataframe() (rubicon_ml.Experiment method) (rubicon_ml.Project method) DataframePlot (class in rubicon_ml.viz) dataframes() (rubicon_ml.Experiment method) (rubicon_ml.Project method) delete_artifacts() (rubicon_ml.Experiment method) (rubicon_ml.Project method)

delete_dataframes() (rubicon_ml.Experiment method) (rubicon_ml.Project method) description (rubicon_ml.Artifact property) (rubicon_ml.Dataframe property) (rubicon_ml.Experiment property) (rubicon_ml.Feature property) (rubicon_ml.Metric property) (rubicon_ml.Parameter property) (rubicon_ml.Project property) directionality (rubicon_ml.Metric property) download() (rubicon_ml.Artifact method)

E

Experiment (class in rubicon_ml) experiment() (rubicon_ml.Project method)

experiments() (rubicon_ml.Project method) experiments_from_archive() (rubicon_ml.Project method) ExperimentsTable (class in rubicon_ml.viz)

F

Feature (class in rubicon_ml) feature() (rubicon_ml.Experiment method)

features() (rubicon_ml.Experiment method) FilterEstimatorLogger (class in rubicon_ml.sklearn) fit() (rubicon_ml.sklearn.RubiconPipeline method)

G

get_child_experiments() (rubicon_ml.Experiment method) get_data() (rubicon_ml.Artifact method) (rubicon_ml.Dataframe method) get_estimator_logger() (rubicon_ml.sklearn.RubiconPipeline method) get_or_create_project() (rubicon_ml.Rubicon method) get_or_create_project_task() (in module rubicon_ml.workflow.prefect)

get_parent_experiments() (rubicon_ml.Experiment method) get_project() (rubicon_ml.Rubicon method) get_project_as_dask_df() (rubicon_ml.Rubicon method) get_project_as_df() (rubicon_ml.Rubicon method) get_schema() (in module rubicon_ml.schema.registry) get_schema_name() (in module rubicon_ml.schema.registry) github_url (rubicon_ml.Project property)

I

id (rubicon_ml.Artifact property) (rubicon_ml.Dataframe property) (rubicon_ml.Experiment property) (rubicon_ml.Feature property) (rubicon_ml.Metric property) (rubicon_ml.Parameter property) (rubicon_ml.Project property) importance (rubicon_ml.Feature property)

is_auto_git_enabled() (rubicon_ml.Artifact method) (rubicon_ml.Dataframe method) (rubicon_ml.Experiment method) (rubicon_ml.Feature method) (rubicon_ml.Metric method) (rubicon_ml.Parameter method) (rubicon_ml.Project method) (rubicon_ml.Rubicon method)

L

log_artifact() (rubicon_ml.Experiment method) (rubicon_ml.Project method) log_artifact_task() (in module rubicon_ml.workflow.prefect) log_conda_environment() (rubicon_ml.Experiment method) (rubicon_ml.Project method) log_dataframe() (rubicon_ml.Experiment method) (rubicon_ml.Project method) log_dataframe_task() (in module rubicon_ml.workflow.prefect) log_experiment() (rubicon_ml.Project method) log_feature() (rubicon_ml.Experiment method) log_feature_task() (in module rubicon_ml.workflow.prefect) log_h2o_model() (rubicon_ml.Experiment method) (rubicon_ml.Project method)

log_json() (rubicon_ml.Experiment method) (rubicon_ml.Project method) log_metric() (rubicon_ml.Experiment method) log_metric_task() (in module rubicon_ml.workflow.prefect) log_parameter() (rubicon_ml.Experiment method) log_parameter_task() (in module rubicon_ml.workflow.prefect) log_pip_requirements() (rubicon_ml.Experiment method) (rubicon_ml.Project method) log_with_schema() (rubicon_ml.Project method) (rubicon_ml.schema.logger.SchemaMixin method) log_xgboost_model() (rubicon_ml.Experiment method) (rubicon_ml.Project method)

M

make_pipeline() (in module rubicon_ml.sklearn.pipeline) Metric (class in rubicon_ml) metric() (rubicon_ml.Experiment method) MetricCorrelationPlot (class in rubicon_ml.viz) MetricListsComparison (class in rubicon_ml.viz)

metrics() (rubicon_ml.Experiment method) model_name (rubicon_ml.Experiment property) module rubicon_ml.schema.logger rubicon_ml.schema.registry rubicon_ml.workflow.prefect

N

name (rubicon_ml.Artifact property) (rubicon_ml.Dataframe property) (rubicon_ml.Experiment property) (rubicon_ml.Feature property) (rubicon_ml.Metric property) (rubicon_ml.Parameter property) (rubicon_ml.Project property)

P

Parameter (class in rubicon_ml) parameter() (rubicon_ml.Experiment method) parameters() (rubicon_ml.Experiment method) parent (rubicon_ml.Artifact property) (rubicon_ml.Dataframe property) (rubicon_ml.Feature property) (rubicon_ml.Metric property) (rubicon_ml.Parameter property)

plot() (rubicon_ml.Dataframe method) Project (class in rubicon_ml) project (rubicon_ml.Experiment property) projects() (rubicon_ml.Rubicon method) publish() (in module rubicon_ml)

R

register_schema() (in module rubicon_ml.schema.registry) remove_comments() (rubicon_ml.Artifact method) (rubicon_ml.Dataframe method) (rubicon_ml.Experiment method) (rubicon_ml.Feature method) (rubicon_ml.Metric method) (rubicon_ml.Parameter method) remove_tags() (rubicon_ml.Artifact method) (rubicon_ml.Dataframe method) (rubicon_ml.Experiment method) (rubicon_ml.Feature method) (rubicon_ml.Metric method) (rubicon_ml.Parameter method) repositories (rubicon_ml.Artifact property) (rubicon_ml.Dataframe property) (rubicon_ml.Experiment property) (rubicon_ml.Feature property) (rubicon_ml.Metric property) (rubicon_ml.Parameter property) (rubicon_ml.Project property)

repository (rubicon_ml.Artifact property) (rubicon_ml.Dataframe property) (rubicon_ml.Experiment property) (rubicon_ml.Feature property) (rubicon_ml.Metric property) (rubicon_ml.Parameter property) (rubicon_ml.Project property) Rubicon (class in rubicon_ml) rubicon_ml.schema.logger module rubicon_ml.schema.registry module rubicon_ml.workflow.prefect module RubiconJSON (class in rubicon_ml) RubiconPipeline (class in rubicon_ml.sklearn)

S

SchemaMixin (class in rubicon_ml.schema.logger) score() (rubicon_ml.sklearn.RubiconPipeline method) score_samples() (rubicon_ml.sklearn.RubiconPipeline method) search() (rubicon_ml.RubiconJSON method) serve() (rubicon_ml.viz.Dashboard method) (rubicon_ml.viz.DataframePlot method) (rubicon_ml.viz.ExperimentsTable method) (rubicon_ml.viz.MetricCorrelationPlot method) (rubicon_ml.viz.MetricListsComparison method) set_failure_mode() (in module rubicon_ml)

set_fit_request() (rubicon_ml.sklearn.RubiconPipeline method) set_schema() (rubicon_ml.Project method) (rubicon_ml.schema.logger.SchemaMixin method) set_score_request() (rubicon_ml.sklearn.RubiconPipeline method) show() (rubicon_ml.viz.Dashboard method) (rubicon_ml.viz.DataframePlot method) (rubicon_ml.viz.ExperimentsTable method) (rubicon_ml.viz.MetricCorrelationPlot method) (rubicon_ml.viz.MetricListsComparison method) sync() (rubicon_ml.Rubicon method)

T

tags (rubicon_ml.Artifact property) (rubicon_ml.Dataframe property) (rubicon_ml.Experiment property) (rubicon_ml.Feature property) (rubicon_ml.Metric property) (rubicon_ml.Parameter property)

temporary_download() (rubicon_ml.Artifact method) to_dask_df() (rubicon_ml.Project method) to_df() (rubicon_ml.Project method) training_metadata (rubicon_ml.Experiment property) (rubicon_ml.Project property)

V

value (rubicon_ml.Metric property) (rubicon_ml.Parameter property)