Simple machine learning in PostgreSQL.
Project description
PgML Extension - Postgres Machine Learning
This package implements data processing, training and scoring of ML models inside Postgres from PL/Python functions. It is dependent on the internal to Postgres plpy connection and data access methods, so can only be used via a Postgres connection through the APIs exposed as native Postgres functions.
Installation
Postgres requires that this package is installed into the system Python packages space:
To install from pypi:
sudo pip3 install pgml-extension
To install from a clone of the repository:
sudo python3 setup.py install
Usage
See sql/install.sql for list of functions exposed through SQL. This package is not meant to be used directly.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
File details
Details for the file pgml-extension-1.0.1.tar.gz.
File metadata
- Download URL: pgml-extension-1.0.1.tar.gz
- Upload date:
- Size: 24.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.10.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 265c7cc1ff6dfecd60474bb7d3fc8362c0d8d168d388317b869885c11fbb8617 |
|
| MD5 | e3d59e2b07162abc7825f9ff398b78ea |
|
| BLAKE2b-256 | 6f05bb3cb5b1af440aab5f6baa94b17b973aa34d0c25ea5208626983cf859a52 |
File details
Details for the file pgml_extension-1.0.1-py3-none-any.whl.
File metadata
- Download URL: pgml_extension-1.0.1-py3-none-any.whl
- Upload date:
- Size: 27.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.10.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | b6a6623fbedc8765dbccf7628f37411fcc250acb5c2091736af94055d68acd91 |
|
| MD5 | 60c7ffd9ba2fb61ed3116e261c0abfff |
|
| BLAKE2b-256 | dfe581173d160298830e43bd0aa6f4979d3228aea8d1cef29e666be76350944e |
