# Apache SystemDS Python API

**Canonical:** https://apis.io/apis/apache-systemds/apache-systemds-python-api/  
**Provider:** Apache SystemDS — https://apis.io/providers/apache-systemds/  
**Documentation:** https://apache.github.io/systemds/api/python/

Apache SystemDS Python API is published by [Apache SystemDS](https://apis.io/providers/apache-systemds/) on the [APIs.io](https://apis.io/) network. Tagged areas include Python, Machine-Learning, Data Science, and Distributed Computing. The published artifact set on APIs.io includes API documentation.

The SystemDS Python API (systemds) provides a Python interface for building end-to-end ML pipelines. It includes Matrix and Frame types for distributed data manipulation, built-in algorithms for preprocessing, feature engineering, classification, regression, and clustering, and federated learning capabilities. The Python API communicates with a SystemDS runtime backend via gRPC for distributed execution on Apache Spark.

## Machine-readable artifacts (4)

- **Documentation** — https://apache.github.io/systemds/api/python/
- **SDKs** — https://pypi.org/project/systemds/
- **SDKs** — https://search.maven.org/search?q=org.apache.systemds
- **APIsJSON** — https://raw.githubusercontent.com/api-evangelist/apache-systemds/refs/heads/main/apis.yml

## Tags

Python, Machine-Learning, Data Science, Distributed Computing

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