Python API for Spatial AI

You can perform the spatial machine learning workflow using the Python API provided by Oracle Spatial AI.

The Python API includes the following major packages:

oraclesai.data: Provides a unified structure for data access (read and write) to database and object storage as well as data processing in the machine learning workflow.
oraclesai.preprocessing: Provides functionalities for data preprocessing, feature engineering, and label preparation.
oraclesai.analysis: Provides some basic data analysis, particularly enable users to leverage Oracle Spatial functionality through Python.
oraclesai.clustering: Provides spatial clustering techniques and algorithms.
oraclesai.outliers: Provides spatial anomaly detection techniques and algorithms.
oraclesai.regression: Provides spatial regression techniques and algorithms.
oraclesai.pipeline: Provides spatial pipeline for chaining the processing steps in a machine learning workflow.
oraclesai.classification: Provides spatial classification techniques and algorithms.