SAP HANA ML Python Client (hana-ml) Package Version : 2.22.241011 Last Verified : 2025-11-27 Table of Contents - Installation & Setup - Quick Start - Core Libraries - Common Patterns - Best Practices - Bundled Resources --- Installation & Setup Requirements : Python 3.8+, SAP HANA 2.0 SPS03+ or SAP HANA Cloud --- Quick Start Connection & DataFrame PAL Classification APL AutoML Model Persistence --- Core Libraries PAL (Predictive Analysis Library) - 100+ algorithms executed in-database - Categories: Classification, Regression, Clustering, Time Series, Preprocessing - Key classes : , , , - See:…