# DataRobot Mitigation Retraining API

**Canonical:** https://apis.io/apis/datarobot/datarobot-mitigation-retraining-api/  
**Provider:** DataRobot — https://apis.io/providers/datarobot/  
**Base URL:** https://app.datarobot.com/  
**Documentation:** https://docs.datarobot.com/en/docs/api/reference/index.html

DataRobot Mitigation Retraining API is one of 87 APIs that [DataRobot](https://apis.io/providers/datarobot/) publishes on the [APIs.io](https://apis.io/) network, described by a machine-readable OpenAPI specification. Tagged areas include mitigation_retraining. The published artifact set on APIs.io includes an OpenAPI specification.

Use the endpoints described below to manage retraining. To maintain model performance after deployment without extensive manual work, DataRobot provides an automatic retraining capability for deployments. Upon providing a retraining dataset registered in the Data Registry, you can define up to five retraining policies on each deployment. Each policy consists of a trigger, a modeling strategy, modeling settings, and a replacement action. When triggered, retraining will produce a new model based on these settings and notify you to consider promoting it.

## Operations (11)

| Method | Path | Summary |
|---|---|---|
| GET | `/api/v2/deployments/{deploymentId}/retrainingPolicies/` | Endpoint by deployment ID |
| POST | `/api/v2/deployments/{deploymentId}/retrainingPolicies/` | Create retraining policies by ID |
| DELETE | `/api/v2/deployments/{deploymentId}/retrainingPolicies/{retrainingPolicyId}/` | Delete retraining policies by ID |
| GET | `/api/v2/deployments/{deploymentId}/retrainingPolicies/{retrainingPolicyId}/` | Retrieve retraining policies by ID |
| PATCH | `/api/v2/deployments/{deploymentId}/retrainingPolicies/{retrainingPolicyId}/` | Modify retraining policies by ID |
| GET | `/api/v2/deployments/{deploymentId}/retrainingPolicies/{retrainingPolicyId}/runs/` | Retrieve runs by ID |
| POST | `/api/v2/deployments/{deploymentId}/retrainingPolicies/{retrainingPolicyId}/runs/` | Create runs by ID |
| GET | `/api/v2/deployments/{deploymentId}/retrainingPolicies/{retrainingPolicyId}/runs/{runId}/` | Retrieve runs by ID |
| PATCH | `/api/v2/deployments/{deploymentId}/retrainingPolicies/{retrainingPolicyId}/runs/{runId}/` | Modify runs by ID |
| GET | `/api/v2/deployments/{deploymentId}/retrainingSettings/` | Retrieve retraining settings by ID |
| PATCH | `/api/v2/deployments/{deploymentId}/retrainingSettings/` | Modify retraining settings by ID |

## Machine-readable artifacts (1)

- **OpenAPI** — https://artifacts.apis.io/datarobot/openapi/datarobot-mitigation-retraining-api-openapi.yml

## Other DataRobot APIs (12)

- [DataRobot REST API v2](https://apis.io/apis/datarobot/datarobot-rest-api-v2/)
- [DataRobot DataRobot API](https://apis.io/apis/datarobot/datarobot-datarobot-api-api/)
- [DataRobot Datarobot Oss API](https://apis.io/apis/datarobot/datarobot-datarobot-oss-api/)
- [DataRobot Homebrew API](https://apis.io/apis/datarobot/datarobot-homebrew-api/)
- [DataRobot Info API](https://apis.io/apis/datarobot/datarobot-info-api/)
- [DataRobot Install API](https://apis.io/apis/datarobot/datarobot-install-api/)
- [DataRobot MCP API](https://apis.io/apis/datarobot/datarobot-mcp-api/)
- [DataRobot Memory API](https://apis.io/apis/datarobot/datarobot-memory-api/)
- [DataRobot Oauth2 API](https://apis.io/apis/datarobot/datarobot-oauth2-api/)
- [DataRobot Projects API](https://apis.io/apis/datarobot/datarobot-projects-api/)
- [DataRobot Registereddeployments API](https://apis.io/apis/datarobot/datarobot-registereddeployments-api/)
- [DataRobot Uv API](https://apis.io/apis/datarobot/datarobot-uv-api/)

## Tags

mitigation_retraining

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/apis/datarobot/datarobot-mitigation-retraining-api/). The API's provider profile, Kin Score and agent-readiness rating are at https://apis.io/providers/datarobot/.