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A pyhon package for computing recomendations metrics based on polars dataframes

Project description

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

PyPi version

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 --no-root

For docs:

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

Tests

pytest ./tests

Project details


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