Installation and Setup¶
Install ML Insights Library SDK¶
Prerequisites
Linux/Mac (Intel CPU)
python 3.8 and 3.9 only
oracle-ml-insights is a Python library provided by the ML Monitoring team for measuring data quality, data integrity, and for calculating data drift on deployed ML Models.
Install in Local Environments¶
You have various options when installing ML Insights.
Installing the oracle-ml-insights base package¶
pip install oracle-ml-insights
To install a specific version of the library, add the version. For example: oracle-ml-insights == 1.0.4.
Installing oracle-ml-insights along with Dask¶
To run the library on the Dask execution engine, install the dask module. This module includes the Dask and Distributed dependencies.
pip install oracle-ml-insights[dask]
To install a specific version of the library, add the version. For example: oracle-ml-insights[dask] == 1.0.4.