DataRobot Tools
DataRobot 是一个机器学习平台，可自动化模型构建、部署和监控，使组织能够从大型数据集中获得预测性洞察。
让 AI 智能体使用 DataRobot Tools
Aident Loadout 让 Claude Code、Codex、Cursor 和其他受支持的智能体调用 DataRobot Tools。可选择 836 个受支持的操作。 可在 Audit 中审核每次执行。
通过 Aident Vault 连接一次 DataRobot Tools。智能体无需获取底层凭证即可使用受支持的操作。
分类
Ai Machine Learning价格与支付
- 价格
- 在 Loadout 中免费。使用个人连接的账号时，服务提供商可能收费。
- 统一支付
- 暂不支持。需要时请连接服务提供商账号。
包含的操作
- Datarobot Add User To OrganizationTool to add a user to an existing organization. Use when you have an organizationId and wish to add or create a user within it.
- Datarobot Add Users To GroupTool to add one or more users to a DataRobot user group by groupId. Use when you have a valid groupId and want to add existing usernames. Limit 100 users per request.
- Datarobot Analyze Dataset DefinitionTool to analyze a dataset definition by ID. Use when you need to trigger an analysis job that retrieves dataset metadata, schema, and statistics.
- Datarobot Archive Model PackageTool to archive a DataRobot model package. Use when you need to archive a model package that is no longer actively used.
- Datarobot Build Scoring Code Java PackageInitiates an asynchronous build of a Java JAR package containing DataRobot Scoring Code for a deployment. The JAR can be executed locally for predictions or used as a library in Java applications. Use after confirming the deployment is active and supports scoring code. Poll the…
- Datarobot Cancel Notebook JobTool to cancel a running or pending notebook job execution. Use when you need to stop a notebook job that is currently executing or queued. The cancellation is immediate and cannot be undone.
- Datarobot Cancel Project JobTool to cancel a pending job for a project. Use when you need to stop a queued or running job after confirming its ID.
- Datarobot Check Project StatusTool to check the status of a DataRobot project. Use after creating or loading a project to monitor its stage and Autopilot completion.
- Datarobot Clone Application TemplateTool to clone an application template into a codespace. Use when you need to create a new codespace from an existing template.
- Datarobot Clone FilesTool to create a duplicate files collection in DataRobot. Use when you need to clone an existing files catalog item, optionally excluding specific files. The cloning operation is asynchronous - poll the returned location URL to check status.
- Datarobot Copy FileTool to copy a file or folder within the same DataRobot catalog item. Use when you need to duplicate files or folders in the data registry with configurable overwrite strategies.
- Datarobot Create Access RoleCreate a custom Access Role for an organization. Use to define tailored permission sets controlling user access to DataRobot entities (projects, deployments, datasets, etc.). Requires an organization ID which can be obtained from the account info endpoint.
- Datarobot Create And Start Notebook CodespaceTool to create and start a new notebook codespace in DataRobot. Use when you need to set up an interactive Jupyter notebook environment within a use case. Note: DataRobot limits concurrent notebooks to 4 running in parallel. If the limit is reached, stop or delete an existing no…
- Datarobot Create Automated DocumentTool to request generation of automated compliance documents in DataRobot. Use when you need to generate documentation for projects, models, or deployments. The document generation is asynchronous. Poll the returned location URL to check status and retrieve the document once gen…
- Datarobot Create Batch MonitoringTool to create a DataRobot Batch Monitoring job for tracking model performance and data drift on batch predictions. Use when you need to monitor predictions at scale. The job is created asynchronously and returns immediately with a job ID.
- Datarobot Create Batch Monitoring Job DefinitionTool to create a Batch Monitoring job definition for tracking deployment performance and data drift. Use when you need to set up scheduled or manual monitoring jobs for a DataRobot deployment.
- Datarobot Create Batch Prediction Job DefinitionTool to create a Batch Prediction job definition. Use when you need to manually or scheduled scoring on large datasets.
- Datarobot Create Batch PredictionsTool to create a new batch predictions job in DataRobot. Use when you need to score large datasets using a deployment, model, or model package. The job processes predictions asynchronously.
- Datarobot Create Batch Predictions From ExistingTool to create a new Batch Prediction job based on an existing job's configuration. Use when you need to re-run predictions with the same settings.
- Datarobot Create Batch Predictions From Job DefTool to launch a Batch Prediction job from a job definition. Use when you need to execute a previously created batch prediction job definition for scoring.
- Datarobot Create Calendars File UploadTool to create a DataRobot calendar by uploading a CSV or XLSX file containing date events. Use when you need to define custom calendars for time-series modeling with specific event dates. The operation is asynchronous - poll the returned location URL to check completion status.
- Datarobot Create Calendars From Country CodeInitialize generation of preloaded calendars from a country code. Creates calendars with national holidays for the specified country and date range. Calendar generation is asynchronous - poll the returned location URL to check completion status.
- Datarobot Create Calendars From DatasetTool to create a calendar from a dataset in DataRobot. Use when preparing time-series projects that require custom calendar definitions. Calendar creation is asynchronous - use the returned statusId to monitor progress.
- Datarobot Create Change RequestCreate a Change Request for a DataRobot deployment to enable governance workflows. Use when you need to request approval for deployment changes such as changing importance, replacing models, updating status, or deleting deployments. Change requests require approval from authoriz…
- Datarobot Create Code SnippetsTool to generate code snippets for DataRobot models, predictions, or workloads. Use when you need sample code to interact with DataRobot models, make predictions, or process workloads in various programming languages.
- Datarobot Create Code Snippets DownloadTool to download code snippets for DataRobot deployments, models, or workloads. Use when you need sample code to make predictions, interact with models, or work with workloads. Generates code in Python, cURL, PowerShell, or Qlik based on your deployment/model configuration.
- Datarobot Create CommentTool to create a comment on a DataRobot entity (deployment, use case, model, catalog, etc.). Use when you need to add notes, feedback, or documentation to DataRobot objects.
- Datarobot Create Compliance Doc TemplatesTool to create a new compliance documentation template in DataRobot. Use when you need to define a reusable structure for model compliance documentation. Templates can include DataRobot-generated content, user-provided text, custom sections, and table of contents. Sections can b…
- Datarobot Create CredentialsStore a new set of credentials in DataRobot for use with data sources and connections. Supports multiple credential types including basic auth, OAuth, cloud provider credentials (AWS, GCP, Azure), and database-specific authentication. Use when you need to securely store credenti…
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