https://github.com/rclement/sqlite-utils-ml

An sqlite-utils plugin to perform machine-learning workloads
https://github.com/rclement/sqlite-utils-ml

machine-learning plugin sqlite-utils

Last synced: 21 days ago
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An sqlite-utils plugin to perform machine-learning workloads

• Host: GitHub
• URL: https://github.com/rclement/sqlite-utils-ml
• Owner: rclement
• License: apache-2.0
• Created: 2023-07-23T17:05:03.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-04-12T22:41:51.000Z (7 months ago)
• Last Synced: 2024-04-14T10:15:43.376Z (7 months ago)
• Topics: machine-learning, plugin, sqlite-utils
• Language: Python
• Homepage:
• Size: 76.2 KB
• Stars: 7
• Watchers: 2
• Forks: 0
• Open Issues: 10
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • License: LICENSE

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README

        
# sqlite-utils-ml

> An sqlite-utils plugin to perform machine-learning workloads

[![PyPI](https://img.shields.io/pypi/v/sqlite-utils-ml.svg)](https://pypi.org/project/sqlite-utils-ml/)

[![CI/CD](https://github.com/rclement/sqlite-utils-ml/actions/workflows/ci-cd.yml/badge.svg)](https://github.com/rclement/sqlite-utils-ml/actions/workflows/ci-cd.yml)

[![Coverage Status](https://img.shields.io/codecov/c/github/rclement/sqlite-utils-ml)](https://codecov.io/gh/rclement/sqlite-utils-ml)

[![License](https://img.shields.io/github/license/rclement/sqlite-utils-ml)](https://github.com/rclement/sqlite-utils-ml/blob/master/LICENSE)

This [`sqlite-utils`](https://sqlite-utils.datasette.io) plugin allows to perform

machine-learning related workloads, using an MLOps philosophy.

All the underlying features are provided by [`sqlite-ml`][sqlite-ml].

## Installation

This plugin can be installed using `sqlite-utils`:

```bash

sqlite-utils install sqlite-utils-ml

```

Or you can install it as a standard Python package:

```bash

pip install sqlite-utils-ml

```

## Usage

All `sqlite-ml` SQL functions are now available through `sqlite-utils`.

For instance to load the famous "Iris Dataset":

```bash

sqlite-utils memory "select sqml_load_dataset('iris')"

```

Please refer to [`sqlite-ml`][sqlite-ml] for further instructions.

## License

Licensed under Apache License, Version 2.0

Copyright (c) 2023 - present Romain Clement

[sqlite-ml]: https://github.com/rclement/sqlite-ml