Class ModelProvenance

Model provenance gives data scientists information about the origin of their model. This information allows data scientists to reproduce the development environment in which the model was trained.

Inheritance
object
ModelProvenance
Inherited Members
Namespace: Oci.DatascienceService.Models
Assembly: OCI.DotNetSDK.Datascience.dll
Syntax
public class ModelProvenance

Properties

GitBranch

Declaration
[JsonProperty(PropertyName = "gitBranch")]
public string GitBranch { get; set; }
Property Value
Type Description
string

For model reproducibility purposes. Branch of the git repository associated with model training.

GitCommit

Declaration
[JsonProperty(PropertyName = "gitCommit")]
public string GitCommit { get; set; }
Property Value
Type Description
string

For model reproducibility purposes. Commit ID of the git repository associated with model training.

RepositoryUrl

Declaration
[JsonProperty(PropertyName = "repositoryUrl")]
public string RepositoryUrl { get; set; }
Property Value
Type Description
string

For model reproducibility purposes. URL of the git repository associated with model training.

ScriptDir

Declaration
[JsonProperty(PropertyName = "scriptDir")]
public string ScriptDir { get; set; }
Property Value
Type Description
string

For model reproducibility purposes. Path to model artifacts.

TrainingId

Declaration
[JsonProperty(PropertyName = "trainingId")]
public string TrainingId { get; set; }
Property Value
Type Description
string

The OCID of a training session(Job or NotebookSession) in which the model was trained. It is used for model reproducibility purposes.

TrainingScript

Declaration
[JsonProperty(PropertyName = "trainingScript")]
public string TrainingScript { get; set; }
Property Value
Type Description
string

For model reproducibility purposes. Path to the python script or notebook in which the model was trained."