Change Log for the SAP HANA Python Client API

What’s New and Changed in version 1.0.8

Version 1.0.8 supports SAP HANA SP04

• Added the following algorithms in the PAL package (there is now 100% coverage in SAP HANA SPS04 PAL algorithms):

  • preprocessing (discretize, MDS, sampling, variance test, and SMOTE).

  • statistics (condition index, CDF, distribution fitting, distribution quantile, entropy, equal variance test, factor analysis, Grubbs’ test, Kaplan-Meier survival analysis, kernel density, one-sample median test, and Wilcox-signed rank test)

  • time series (LR seasonal adjust, correlation function, forecast accuracy measures, additive model forecast, online algorithms, and dynamic time warping).

  • miscellaneous (ABC Analysis, TSNE, and weighted score table)

• Added functions in dataframe.py: data_manipulation.

• Added a cross-validation option to PAL functions.

• Added visualizers (model debriefing).

• Added model storage services.