Data types and operations that transform and shape data.
Modules | |
| Arrays and Matrices | |
| Mathematical operations for arrays and matrices. | |
| Encoding Categorical Variables | |
| Functions to encode categorical variables to prepare data for input into predictive algorithms. | |
| Path | |
| A function to perform complex pattern matching across rows and extract useful information about the matches. | |
| Pivot | |
| Pivoting and data summarization tools for preparing data for modeling operations. | |
| Sessionize | |
| Session reconstruction of data consisting of a time stampled sequence of events. | |
| Stemming | |
| Provides porter stemmer operations supporting other MADlib modules. | |