Data Science

oci.data_science.DataScienceClient Use the Data Science API to organize your data science work, access data and computing resources, and build, train, deploy and manage models and model deployments.
oci.data_science.DataScienceClientCompositeOperations This class provides a wrapper around DataScienceClient and offers convenience methods for operations that would otherwise need to be chained together.

Models

oci.data_science.models.CategoryLogDetails The log details for each category.
oci.data_science.models.ChangeJobCompartmentDetails Details for changing the compartment of a job.
oci.data_science.models.ChangeJobRunCompartmentDetails Details for changing the compartment of a job run.
oci.data_science.models.ChangeModelCompartmentDetails Details for changing the compartment of a model.
oci.data_science.models.ChangeModelDeploymentCompartmentDetails Details for changing the compartment of a model deployment.
oci.data_science.models.ChangeNotebookSessionCompartmentDetails Details for changing the compartment of a notebook session.
oci.data_science.models.ChangeProjectCompartmentDetails Details for changing the compartment of a project.
oci.data_science.models.CreateJobDetails Parameters needed to create a new job.
oci.data_science.models.CreateJobRunDetails Parameters needed to create a new job run.
oci.data_science.models.CreateModelDeploymentDetails Parameters needed to create a new model deployment.
oci.data_science.models.CreateModelDetails Parameters needed to create a new model.
oci.data_science.models.CreateModelProvenanceDetails Model provenance gives data scientists information about the origin of their model.
oci.data_science.models.CreateNotebookSessionDetails Parameters needed to create a new notebook session.
oci.data_science.models.CreateProjectDetails Parameters needed to create a new project.
oci.data_science.models.DefaultJobConfigurationDetails The default job configuration.
oci.data_science.models.FixedSizeScalingPolicy The fixed size scaling policy.
oci.data_science.models.InstanceConfiguration The model deployment instance configuration
oci.data_science.models.Job A job for training models.
oci.data_science.models.JobConfigurationDetails The job configuration details
oci.data_science.models.JobInfrastructureConfigurationDetails The job infrastructure configuration details (shape, block storage, etc.)
oci.data_science.models.JobLogConfigurationDetails Logging configuration for resource.
oci.data_science.models.JobRun A job run.
oci.data_science.models.JobRunLogDetails Customer logging details for job run.
oci.data_science.models.JobRunSummary Summary information for a Job.
oci.data_science.models.JobShapeSummary The compute shape used to launch a job compute instance.
oci.data_science.models.JobSummary Summary information for a Job.
oci.data_science.models.LogDetails The log details.
oci.data_science.models.Metadata Defines properties of each model metadata.
oci.data_science.models.Model Models are mathematical representations of the relationships between data.
oci.data_science.models.ModelConfigurationDetails The model configuration details.
oci.data_science.models.ModelDeployment Model deployments are used by data scientists to perform predictions from the model hosted on an HTTP server.
oci.data_science.models.ModelDeploymentConfigurationDetails The model deployment configuration details.
oci.data_science.models.ModelDeploymentShapeSummary The compute shape used to launch a model deployment compute instance.
oci.data_science.models.ModelDeploymentSummary Summary information for a model deployment.
oci.data_science.models.ModelProvenance Model provenance gives data scientists information about the origin of their model.
oci.data_science.models.ModelSummary Summary information for a model.
oci.data_science.models.NotebookSession Notebook sessions are interactive coding environments for data scientists.
oci.data_science.models.NotebookSessionConfigurationDetails Details for the notebook session configuration.
oci.data_science.models.NotebookSessionShapeConfigDetails Details for the notebook session shape configuration.
oci.data_science.models.NotebookSessionShapeSummary The compute shape used to launch a notebook session compute instance.
oci.data_science.models.NotebookSessionSummary Summary information for a notebook session.
oci.data_science.models.Project Projects enable users to organize their data science work.
oci.data_science.models.ProjectSummary Summary information for a project.
oci.data_science.models.ScalingPolicy The scaling policy to apply to each model of the deployment.
oci.data_science.models.SingleModelDeploymentConfigurationDetails The single model type deployment.
oci.data_science.models.StandaloneJobInfrastructureConfigurationDetails The standalone job infrastructure configuration.
oci.data_science.models.UpdateCategoryLogDetails The log details for each category for update.
oci.data_science.models.UpdateJobDetails Details for updating a job.
oci.data_science.models.UpdateJobRunDetails Details for updating a job run.
oci.data_science.models.UpdateModelConfigurationDetails The model configuration details for update.
oci.data_science.models.UpdateModelDeploymentConfigurationDetails The model deployment configuration details for update.
oci.data_science.models.UpdateModelDeploymentDetails Details for updating a model deployment.
oci.data_science.models.UpdateModelDetails Details for updating a model.
oci.data_science.models.UpdateModelProvenanceDetails Model provenance gives data scientists information about the origin of their model.
oci.data_science.models.UpdateNotebookSessionDetails Details for updating a notebook session.
oci.data_science.models.UpdateProjectDetails Details for updating a project.
oci.data_science.models.UpdateSingleModelDeploymentConfigurationDetails The single model type deployment for update.
oci.data_science.models.WorkRequest An asynchronous work request.
oci.data_science.models.WorkRequestError Errors related to a specific work request.
oci.data_science.models.WorkRequestLogEntry Log entries related to a specific work request.
oci.data_science.models.WorkRequestResource The properties that define a work request resource.
oci.data_science.models.WorkRequestSummary Summary information for a work request.