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james-alvey-42 committed Mar 5, 2024
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<img align="center" height="200" src="./images/peregrine_logo.png">

[![version](https://img.shields.io/badge/version-0.0.1-blue)](https://github.com/PEREGRINE-GW/peregrine) [![DOI](https://img.shields.io/badge/DOI-arXiv.2304.02035-brightgreen)](https://arxiv.org/abs/2304.02035)

## v0.0.2 available soon (end of March 2024) | currently under development (use cbc or overlapping branch for now)

## Description

- **PEREGRINE** is a Simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals. It is built on top of the [swyft](https://swyft.readthedocs.io/en/) code, which implements neural ratio estimation to efficiently access marginal posteriors for all parameters of interest.
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- v0.0.1 | *August 2023* | Public PEREGRINE release matching companion paper:
- [Peregrine: Sequential simulation based inference for gravitational waves](https://arxiv.org/abs/2304.02035)
- [What to do when things get crowded? Scalable joint analysis of overlapping gravitational wave signals](https://arxiv.org/abs/2308.06318)
- v0.0.2 | *March 2024* | Coming soon!
- v0.0.2 | *March 2024* | Coming soon!

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