Man pages for collegevine/lightMLFlow
A Lightweight, Opinionated R Wrapper for the 'MLFlow' REST API
| check_api_status | Check the MLFlow API status |
| create_experiment | Create Experiment |
| create_model_version | Create a model version |
| create_nodelete_tag | Create a NODELETE tag for an experiment |
| create_registered_model | Create registered model |
| create_run | Create an MLFlow run |
| delete_experiment | Delete Experiment |
| delete_model_version | Delete a model version |
| delete_registered_model | Delete registered model |
| delete_run | Delete a Run |
| delete_tag | Delete Tag |
| end_run | End a Run |
| exists_active_run | Check if an active run exists |
| gather_model_metadata | Gather metadata for a model version |
| gather_production_model_metadata | Gather metadata for a model version |
| get_active_experiment_id | Get the ID of the active experiment |
| get_active_run_id | Get the ID of the active run |
| get_artifact_path | Get the artifact path for a run |
| get_experiment | Get Experiment |
| get_experiment_id | Get Experiment ID |
| get_latest_versions | Get latest model versions |
| get_metric | Get the most recent value of a metric for a run |
| get_metric_history | Get Metric History |
| get_model_version | Get a model version |
| get_param | Get a parameter for a run |
| get_registered_model | Get a registered model |
| get_registered_model_run | Get a registered model run |
| get_registered_model_run_id | Get a registered model run id |
| get_run | Get Run |
| get_tracking_uri | Get Remote Tracking URI |
| lightMLFlow-package | lightMLFlow: A Lightweight, Opinionated R Wrapper for the... |
| list_artifacts | List Artifacts |
| load_artifact | Load an artifact into an R object |
| log_artifact | Log Artifact |
| log_batch | Log Batch |
| log_metrics | Log Metrics |
| log_params | Log Parameters |
| mlflow_client | Initialize an MLflow Client |
| mlflow_id | Get Run or Experiment ID |
| pipe | Pipe operator |
| record_logged_model | Record logged model metadata with the tracking server. |
| rename_experiment | Rename Experiment |
| rename_registered_model | Rename a registered model |
| restore_experiment | Restore Experiment |
| restore_run | Restore a Run |
| search_experiments | List Experiments |
| search_experiments_without_nodelete | List experiments without 'NODELETE' tags |
| search_registered_models | List registered models |
| search_runs | Search Runs |
| set_active_experiment_id | Set an experiment to 'active' |
| set_experiment_tag | Set Experiment Tag |
| set_git_tracking_tags | Set Git tracking tags outside of an MLFlow Project |
| set_tag | Set Tag |
| set_tracking_uri | Set Remote Tracking URI |
| start_run | Start Run |
| transition_model_version_stage | Transition Model Version Stage |
| update_model_version | Update model version |
| update_registered_model | Update a registered model |
| with.mlflow_run | A 'with' wrapper for MLFlow runs |
