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Run machine learning inside Postgres.

Project description

PgML - Postgres Machine Learning

This package implements data processing, training and scoring of ML models. It is built to be used inside PL/Python functions, inside a Postgres connection process.

Most functions can work in any Python environment; some functions are tightly coupled to PL/Python by requiring a plpy object passed in as an argument: it provides database access methods.

Installation

For now, we require that this package is installed into the system Python packages space:

sudo pip3 setup.py install

Usage

See ../sql/install.sql for list of functions. This package is not meant to be used directly.

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