====================== 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 ++++++++++++++++++++++++++++++++++++++++++++ .. code-block:: bash 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. .. code-block:: bash 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``.