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        "description": "# PUNPPCI: Penalising Unexplainability Network Payments per Claim Incurred\n\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/python/black)\n\nA package for processing insurance premiums and claims data, with scikit-learn compatible applications of the PUNPPCI risk pricing and reserving model, as well as implementations of chain ladder and PPCI.\n\n**This package is a work in progress. Please check results carefully. PR's and feedback (via the issue tracker) welcome.**\n\n## Installation:\n\n```{sh}\npip install punppci\n```\n\n## Usage:\n\nRefer to [Example.ipynb](https://github.com/JackyP/penalised-unexplainability-network-payments-per-claim-incurred/blob/master/Example.ipynb) for an example.\n\n\n",
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