# Amazon Neptune ML API

**Canonical:** https://apis.io/apis/amazon-neptune/amazon-neptune-ml/  
**Provider:** Amazon Neptune — https://apis.io/providers/amazon-neptune/  
**Base URL:** https://{cluster-endpoint}:8182

Amazon Neptune ML API is one of 9 APIs that [Amazon Neptune](https://apis.io/providers/amazon-neptune/) publishes on the [APIs.io](https://apis.io/) network, described by a machine-readable OpenAPI specification. Tagged areas include DB Clusters, DB Instances, Data Processing, Engine, and Event. The published artifact set on APIs.io includes an OpenAPI specification, an API reference, best-practice docs, API documentation, a getting-started guide, and pricing.

Neptune ML enables machine learning on graph data using graph neural networks. It provides APIs for data processing, model training, model transform, and inference endpoint management powered by Amazon SageMaker. The ML API endpoints are available on the Neptune DB instance HTTP endpoint under the /

## Operations (16)

| Method | Path | Summary |
|---|---|---|
| POST | `/ml/dataprocessing` | Amazon Neptune Create an ML Data Processing Job |
| GET | `/ml/dataprocessing` | Amazon Neptune List Active Data Processing Jobs |
| GET | `/ml/dataprocessing/{id}` | Amazon Neptune Get Data Processing Job Status |
| DELETE | `/ml/dataprocessing/{id}` | Amazon Neptune Stop a Data Processing Job |
| POST | `/ml/modeltraining` | Amazon Neptune Create an ML Model Training Job |
| GET | `/ml/modeltraining` | Amazon Neptune List Active Model Training Jobs |
| GET | `/ml/modeltraining/{id}` | Amazon Neptune Get Model Training Job Status |
| DELETE | `/ml/modeltraining/{id}` | Amazon Neptune Stop a Model Training Job |
| POST | `/ml/modeltransform` | Amazon Neptune Create an ML Model Transform Job |
| GET | `/ml/modeltransform` | Amazon Neptune List Active Model Transform Jobs |
| GET | `/ml/modeltransform/{id}` | Amazon Neptune Get Model Transform Job Status |
| DELETE | `/ml/modeltransform/{id}` | Amazon Neptune Stop a Model Transform Job |
| POST | `/ml/endpoints` | Amazon Neptune Create an ML Inference Endpoint |
| GET | `/ml/endpoints` | Amazon Neptune List ML Inference Endpoints |
| GET | `/ml/endpoints/{id}` | Amazon Neptune Get ML Inference Endpoint Status |
| DELETE | `/ml/endpoints/{id}` | Amazon Neptune Delete an ML Inference Endpoint |

## Machine-readable artifacts (41)

- **OpenAPI** — https://raw.githubusercontent.com/api-evangelist/amazon-neptune/refs/heads/main/openapi/_original/amazon-neptune-ml-openapi.yml
- **APIReference** — https://docs.aws.amazon.com/neptune-analytics/latest/apiref/Welcome.html
- **APIReference** — https://docs.aws.amazon.com/neptune/latest/data-api/Welcome.html
- **APIReference** — https://docs.aws.amazon.com/neptune/latest/userguide/api.html
- **APIReference** — https://docs.aws.amazon.com/neptune/latest/userguide/load-api-reference.html
- **APIReference** — https://docs.aws.amazon.com/neptune/latest/userguide/machine-learning-api-reference.html
- **APIReference** — https://docs.aws.amazon.com/neptune/latest/userguide/streams-using-api-call.html
- **Best Practices** — https://docs.aws.amazon.com/neptune/latest/userguide/best-practices-gremlin.html
- **Best Practices** — https://docs.aws.amazon.com/neptune/latest/userguide/best-practices-opencypher.html
- **Best Practices** — https://docs.aws.amazon.com/neptune/latest/userguide/best-practices-sparql.html
- **CLI Reference** — https://docs.aws.amazon.com/cli/latest/reference/neptunedata/
- **Data API Reference** — https://docs.aws.amazon.com/neptune/latest/userguide/data-api-dp-loader.html
- **Data API Reference** — https://docs.aws.amazon.com/neptune/latest/userguide/data-api-dp-streams.html
- **Data Formats** — https://docs.aws.amazon.com/neptune/latest/userguide/bulk-load-tutorial-format.html
- **Documentation** — https://docs.aws.amazon.com/neptune-analytics/latest/userguide/what-is-neptune-analytics.html
- **Documentation** — https://docs.aws.amazon.com/neptune/latest/userguide/access-graph-gremlin.html
- **Documentation** — https://docs.aws.amazon.com/neptune/latest/userguide/access-graph-opencypher.html
- **Documentation** — https://docs.aws.amazon.com/neptune/latest/userguide/access-graph-sparql.html
- **Documentation** — https://docs.aws.amazon.com/neptune/latest/userguide/bulk-load.html
- **Documentation** — https://docs.aws.amazon.com/neptune/latest/userguide/data-api.html
- **Documentation** — https://docs.aws.amazon.com/neptune/latest/userguide/intro.html
- **Documentation** — https://docs.aws.amazon.com/neptune/latest/userguide/machine-learning.html
- **Documentation** — https://docs.aws.amazon.com/neptune/latest/userguide/streams.html
- **GettingStarted** — https://docs.aws.amazon.com/neptune-analytics/latest/userguide/gettingStarted-accessing.html
- **GettingStarted** — https://docs.aws.amazon.com/neptune/latest/userguide/get-started.html
- **GettingStarted** — https://docs.aws.amazon.com/neptune/latest/userguide/machine-learning-overview.html
- **Go SDK** — https://docs.aws.amazon.com/sdk-for-go/api/service/neptunedata/
- **Gremlin Reference** — https://tinkerpop.apache.org/docs/current/reference/
- **JavaScript SDK** — https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/neptunedata/
- **Loader Command** — https://docs.aws.amazon.com/neptune/latest/userguide/load-api-reference-load.html
- **Model Training** — https://docs.aws.amazon.com/neptune/latest/userguide/data-api-dp-ml-training.html
- **Pricing** — https://aws.amazon.com/neptune/pricing/
- **REST Endpoint** — https://docs.aws.amazon.com/neptune/latest/userguide/access-graph-gremlin-rest.html
- **REST Endpoint** — https://docs.aws.amazon.com/neptune/latest/userguide/access-graph-sparql-http-rest.html
- **Reference** — https://docs.aws.amazon.com/neptune/latest/userguide/gremlin-api-reference.html
- **Response Format** — https://docs.aws.amazon.com/neptune/latest/userguide/streams-using-api-reponse.html
- **SDKs** — https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/neptune-graph.html
- **SDKs** — https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/neptune.html
- **SDKs** — https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/neptunedata.html
- **SPARQL Reference** — https://www.w3.org/TR/sparql11-query/
- …and 1 more, listed in full on the page.

## Other Amazon Neptune APIs (8)

- [Amazon Neptune Analytics API](https://apis.io/apis/amazon-neptune/amazon-neptune-analytics/)
- [Amazon Neptune Data API](https://apis.io/apis/amazon-neptune/amazon-neptune-data/)
- [Amazon Neptune Gremlin API](https://apis.io/apis/amazon-neptune/amazon-neptune-gremlin/)
- [Amazon Neptune Loader API](https://apis.io/apis/amazon-neptune/amazon-neptune-loader/)
- [Amazon Neptune Management API](https://apis.io/apis/amazon-neptune/amazon-neptune-management/)
- [Amazon Neptune openCypher API](https://apis.io/apis/amazon-neptune/amazon-neptune-opencypher/)
- [Amazon Neptune SPARQL API](https://apis.io/apis/amazon-neptune/amazon-neptune-sparql/)
- [Amazon Neptune Streams API](https://apis.io/apis/amazon-neptune/amazon-neptune-streams/)

## Tags

DB Clusters, DB Instances, Data Processing, Engine, Event

---

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