KernelA / recsys-metrics-polars

recsys-metrics-polars

Description

Python library for computing some metrics for recomendations systems based on polars

Available metrics:

• Precision at k
• Recall at k
• Average precision at k
• Mean average precision

Documentation

PyPI

Requirements

1. Python 3.9 or higher.

How to run

1. Install poetry
2. Install poetry-version-plugin

Install dependencies:

poetry install --only main --no-root

For development:

poetry install --only main,dev,test --no-root

For docs:

poetry install --only main,dev,doc --no-root

Tests

pytest ./tests

Doc building

Install XeTeX

sphinx-build -n -b html ./docs/source/ ./docs/build/