# Sap Hana Ml

> SAP HANA Machine Learning Python Client (hana-ml) development skill. Use when: Building ML solutions with SAP HANA's in-database machine learning using Python hana-ml library for PAL/APL algorithms, DataFrame operations, AutoML, model persistence, and visualization. Keywords: hana-ml, SAP HANA, machine learning, PAL, APL, predictive analytics, HANA DataFrame, ConnectionContext, classification, regression, clustering, time series, ARIMA, gradient boosting, AutoML, SHAP, model storage

## Facts
- Page: https://tashan.sh/capability/plugin-andreafusar-https-github-com-secondsky-sap-skills-sap-hana-ml
- tashan id: plugin:andreafusar/https-github.com-secondsky-sap-skills/sap-hana-ml
- Source: https://github.com/AndreaFusar/https-github.com-secondsky-sap-skills
- Type: plugin
- Category: ai
- tashan score: 42.0 / 100
- Adoption: 7.0
- Upkeep: 100.0
- Freshness: not measured
- Evidence coverage: 62% of the inputs this score can use
- Health: not measured
- Instruction depth: not yet graded
- License: GPL-3.0
- Official: no

## Install

```sh
/plugin marketplace add AndreaFusar/https-github.com-secondsky-sap-skills
/plugin install sap-hana-ml@sap-skills
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-09-13 by tashan (https://tashan.sh) from public evidence. Scorer s5.