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API Manual
MLflow API Manual
Module(21)
Class(22)
Function(91)
Attribute(17)
Method(149)
Exception(5)
Module
mlflow
mlflow.azureml
mlflow.entities
mlflow.entities.model_registry
mlflow.exceptions
mlflow.gluon
mlflow.h2o
mlflow.keras
mlflow.lightgbm
mlflow.mleap
mlflow.models
mlflow.onnx
mlflow.projects
mlflow.pyfunc
mlflow.pytorch
mlflow.sagemaker
mlflow.sklearn
mlflow.spark
mlflow.tensorflow
mlflow.tracking
mlflow.xgboost
Class
mlflow.ActiveRun
mlflow.entities.Experiment
mlflow.entities.ExperimentTag
mlflow.entities.FileInfo
mlflow.entities.LifecycleStage
mlflow.entities.Metric
mlflow.entities.Param
mlflow.entities.Run
mlflow.entities.RunData
mlflow.entities.RunInfo
mlflow.entities.RunStatus
mlflow.entities.RunTag
mlflow.entities.SourceType
mlflow.entities.ViewType
mlflow.entities.model_registry.ModelVersion
mlflow.entities.model_registry.RegisteredModel
mlflow.models.FlavorBackend
mlflow.models.Model
mlflow.projects.SubmittedRun
mlflow.pyfunc.PythonModel
mlflow.pyfunc.PythonModelContext
mlflow.tracking.MlflowClient
Function
mlflow.active_run
mlflow.azureml.build_image
mlflow.azureml.deploy
mlflow.create_experiment
mlflow.delete_experiment
mlflow.delete_run
mlflow.delete_tag
mlflow.end_run
mlflow.get_artifact_uri
mlflow.get_experiment
mlflow.get_experiment_by_name
mlflow.get_run
mlflow.get_tracking_uri
mlflow.gluon.autolog
mlflow.gluon.get_default_conda_env
mlflow.gluon.load_model
mlflow.gluon.log_model
mlflow.gluon.save_model
mlflow.h2o.get_default_conda_env
mlflow.h2o.load_model
mlflow.h2o.log_model
mlflow.h2o.save_model
mlflow.keras.autolog
mlflow.keras.get_default_conda_env
mlflow.keras.load_model
mlflow.keras.log_model
mlflow.keras.save_model
mlflow.lightgbm.autolog
mlflow.lightgbm.get_default_conda_env
mlflow.lightgbm.load_model
mlflow.lightgbm.log_model
mlflow.lightgbm.save_model
mlflow.log_artifact
mlflow.log_artifacts
mlflow.log_metric
mlflow.log_metrics
mlflow.log_param
mlflow.log_params
mlflow.mleap.add_to_model
mlflow.mleap.log_model
mlflow.mleap.save_model
mlflow.onnx.get_default_conda_env
mlflow.onnx.load_model
mlflow.onnx.log_model
mlflow.onnx.save_model
mlflow.projects.run
mlflow.pyfunc.add_to_model
mlflow.pyfunc.get_default_conda_env
mlflow.pyfunc.load_model
mlflow.pyfunc.load_pyfunc
mlflow.pyfunc.log_model
mlflow.pyfunc.save_model
mlflow.pyfunc.spark_udf
mlflow.pytorch.get_default_conda_env
mlflow.pytorch.load_model
mlflow.pytorch.log_model
mlflow.pytorch.save_model
mlflow.register_model
mlflow.run
mlflow.sagemaker.delete
mlflow.sagemaker.deploy
mlflow.sagemaker.push_image_to_ecr
mlflow.sagemaker.run_local
mlflow.search_runs
mlflow.set_experiment
mlflow.set_tag
mlflow.set_tags
mlflow.set_tracking_uri
mlflow.sklearn.get_default_conda_env
mlflow.sklearn.load_model
mlflow.sklearn.log_model
mlflow.sklearn.save_model
mlflow.spark.autolog
mlflow.spark.get_default_conda_env
mlflow.spark.load_model
mlflow.spark.log_model
mlflow.spark.save_model
mlflow.start_run
mlflow.tensorflow.autolog
mlflow.tensorflow.get_default_conda_env
mlflow.tensorflow.load_model
mlflow.tensorflow.log_model
mlflow.tensorflow.save_model
mlflow.tracking.get_tracking_uri
mlflow.tracking.is_tracking_uri_set
mlflow.tracking.set_tracking_uri
mlflow.xgboost.autolog
mlflow.xgboost.get_default_conda_env
mlflow.xgboost.load_model
mlflow.xgboost.log_model
mlflow.xgboost.save_model
Attribute
mlflow.entities.Experiment.DEFAULT_EXPERIMENT_NAME
mlflow.entities.LifecycleStage.ACTIVE
mlflow.entities.LifecycleStage.DELETED
mlflow.entities.RunStatus.FAILED
mlflow.entities.RunStatus.FINISHED
mlflow.entities.RunStatus.KILLED
mlflow.entities.RunStatus.RUNNING
mlflow.entities.RunStatus.SCHEDULED
mlflow.entities.SourceType.JOB
mlflow.entities.SourceType.LOCAL
mlflow.entities.SourceType.NOTEBOOK
mlflow.entities.SourceType.PROJECT
mlflow.entities.SourceType.SOURCETYPE_TO_STRING
mlflow.entities.SourceType.UNKNOWN
mlflow.entities.ViewType.ACTIVE_ONLY
mlflow.entities.ViewType.ALL
mlflow.entities.ViewType.DELETED_ONLY
Method
mlflow.entities.Experiment.artifact_location
mlflow.entities.Experiment.experiment_id
mlflow.entities.Experiment.from_proto
mlflow.entities.Experiment.lifecycle_stage
mlflow.entities.Experiment.name
mlflow.entities.Experiment.tags
mlflow.entities.Experiment.to_proto
mlflow.entities.ExperimentTag.from_proto
mlflow.entities.ExperimentTag.key
mlflow.entities.ExperimentTag.to_proto
mlflow.entities.ExperimentTag.value
mlflow.entities.FileInfo.file_size
mlflow.entities.FileInfo.from_proto
mlflow.entities.FileInfo.is_dir
mlflow.entities.FileInfo.path
mlflow.entities.FileInfo.to_proto
mlflow.entities.LifecycleStage.is_valid
mlflow.entities.LifecycleStage.matches_view_type
mlflow.entities.LifecycleStage.view_type_to_stages
mlflow.entities.Metric.from_proto
mlflow.entities.Metric.key
mlflow.entities.Metric.step
mlflow.entities.Metric.timestamp
mlflow.entities.Metric.to_proto
mlflow.entities.Metric.value
mlflow.entities.Param.from_proto
mlflow.entities.Param.key
mlflow.entities.Param.to_proto
mlflow.entities.Param.value
mlflow.entities.Run.data
mlflow.entities.Run.from_proto
mlflow.entities.Run.info
mlflow.entities.Run.to_dictionary
mlflow.entities.Run.to_proto
mlflow.entities.RunData.from_proto
mlflow.entities.RunData.metrics
mlflow.entities.RunData.params
mlflow.entities.RunData.tags
mlflow.entities.RunData.to_dictionary
mlflow.entities.RunData.to_proto
mlflow.entities.RunInfo.artifact_uri
mlflow.entities.RunInfo.end_time
mlflow.entities.RunInfo.experiment_id
mlflow.entities.RunInfo.from_proto
mlflow.entities.RunInfo.get_orderable_attributes
mlflow.entities.RunInfo.get_searchable_attributes
mlflow.entities.RunInfo.lifecycle_stage
mlflow.entities.RunInfo.run_id
mlflow.entities.RunInfo.run_uuid
mlflow.entities.RunInfo.start_time
mlflow.entities.RunInfo.status
mlflow.entities.RunInfo.to_proto
mlflow.entities.RunInfo.user_id
mlflow.entities.RunStatus.all_status
mlflow.entities.RunStatus.from_string
mlflow.entities.RunStatus.is_terminated
mlflow.entities.RunStatus.to_string
mlflow.entities.RunTag.from_proto
mlflow.entities.RunTag.key
mlflow.entities.RunTag.to_proto
mlflow.entities.RunTag.value
mlflow.entities.SourceType.from_string
mlflow.entities.SourceType.to_string
mlflow.entities.ViewType.from_proto
mlflow.entities.ViewType.from_string
mlflow.entities.ViewType.to_proto
mlflow.entities.ViewType.to_string
mlflow.entities.model_registry.ModelVersion.creation_timestamp
mlflow.entities.model_registry.ModelVersion.current_stage
mlflow.entities.model_registry.ModelVersion.description
mlflow.entities.model_registry.ModelVersion.from_proto
mlflow.entities.model_registry.ModelVersion.last_updated_timestamp
mlflow.entities.model_registry.ModelVersion.name
mlflow.entities.model_registry.ModelVersion.run_id
mlflow.entities.model_registry.ModelVersion.source
mlflow.entities.model_registry.ModelVersion.status
mlflow.entities.model_registry.ModelVersion.status_message
mlflow.entities.model_registry.ModelVersion.to_proto
mlflow.entities.model_registry.ModelVersion.user_id
mlflow.entities.model_registry.ModelVersion.version
mlflow.entities.model_registry.RegisteredModel.creation_timestamp
mlflow.entities.model_registry.RegisteredModel.description
mlflow.entities.model_registry.RegisteredModel.from_proto
mlflow.entities.model_registry.RegisteredModel.last_updated_timestamp
mlflow.entities.model_registry.RegisteredModel.latest_versions
mlflow.entities.model_registry.RegisteredModel.name
mlflow.entities.model_registry.RegisteredModel.to_proto
mlflow.models.FlavorBackend.can_build_image
mlflow.models.FlavorBackend.can_score_model
mlflow.models.FlavorBackend.predict
mlflow.models.FlavorBackend.prepare_env
mlflow.models.FlavorBackend.serve
mlflow.models.Model.add_flavor
mlflow.models.Model.from_dict
mlflow.models.Model.load
mlflow.models.Model.log
mlflow.models.Model.save
mlflow.models.Model.to_dict
mlflow.models.Model.to_json
mlflow.models.Model.to_yaml
mlflow.projects.SubmittedRun.cancel
mlflow.projects.SubmittedRun.get_status
mlflow.projects.SubmittedRun.run_id
mlflow.projects.SubmittedRun.wait
mlflow.pyfunc.PythonModel.load_context
mlflow.pyfunc.PythonModel.predict
mlflow.pyfunc.PythonModelContext.artifacts
mlflow.tracking.MlflowClient.create_experiment
mlflow.tracking.MlflowClient.create_model_version
mlflow.tracking.MlflowClient.create_registered_model
mlflow.tracking.MlflowClient.create_run
mlflow.tracking.MlflowClient.delete_experiment
mlflow.tracking.MlflowClient.delete_model_version
mlflow.tracking.MlflowClient.delete_registered_model
mlflow.tracking.MlflowClient.delete_run
mlflow.tracking.MlflowClient.delete_tag
mlflow.tracking.MlflowClient.download_artifacts
mlflow.tracking.MlflowClient.get_experiment
mlflow.tracking.MlflowClient.get_experiment_by_name
mlflow.tracking.MlflowClient.get_latest_versions
mlflow.tracking.MlflowClient.get_metric_history
mlflow.tracking.MlflowClient.get_model_version
mlflow.tracking.MlflowClient.get_model_version_details
mlflow.tracking.MlflowClient.get_model_version_download_uri
mlflow.tracking.MlflowClient.get_model_version_stages
mlflow.tracking.MlflowClient.get_registered_model
mlflow.tracking.MlflowClient.get_registered_model_details
mlflow.tracking.MlflowClient.get_run
mlflow.tracking.MlflowClient.list_artifacts
mlflow.tracking.MlflowClient.list_experiments
mlflow.tracking.MlflowClient.list_registered_models
mlflow.tracking.MlflowClient.list_run_infos
mlflow.tracking.MlflowClient.log_artifact
mlflow.tracking.MlflowClient.log_artifacts
mlflow.tracking.MlflowClient.log_batch
mlflow.tracking.MlflowClient.log_metric
mlflow.tracking.MlflowClient.log_param
mlflow.tracking.MlflowClient.rename_experiment
mlflow.tracking.MlflowClient.rename_registered_model
mlflow.tracking.MlflowClient.restore_experiment
mlflow.tracking.MlflowClient.restore_run
mlflow.tracking.MlflowClient.search_model_versions
mlflow.tracking.MlflowClient.search_runs
mlflow.tracking.MlflowClient.set_experiment_tag
mlflow.tracking.MlflowClient.set_tag
mlflow.tracking.MlflowClient.set_terminated
mlflow.tracking.MlflowClient.transition_model_version_stage
mlflow.tracking.MlflowClient.update_model_version
mlflow.tracking.MlflowClient.update_registered_model
Exception
mlflow.exceptions.ExecutionException
mlflow.exceptions.MissingConfigException
mlflow.exceptions.MlflowException
mlflow.exceptions.RestException
mlflow.mleap.MLeapSerializationException
Module
Class
Function
Attribute
Method
Module(21)
Class(22)
Function(91)
Attribute(17)
Method(149)
Exception(5)
Exception