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update badges in README, restyle badges, add coverage badge
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LarsKue committed Jun 14, 2024
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# BayesFlow <img src="img/bayesflow_hex.png" style="float: right; width: 20%; height: 20%;" alt="BayesFlow Logo" />

[![Actions Status](https://github.com/stefanradev93/bayesflow/workflows/Tests/badge.svg)](https://github.com/stefanradev93/bayesflow/actions)
[![License: MIT](https://img.shields.io/badge/License-MIT-red.svg)](https://opensource.org/licenses/MIT)
[![DOI](https://joss.theoj.org/papers/10.21105/joss.05702/status.svg)](https://doi.org/10.21105/joss.05702)
[![contributions welcome](https://img.shields.io/badge/contributions-welcome-brightgreen.svg?style=flat)](https://github.com/dwyl/esta/issues)
![GitHub Actions Workflow Status](https://img.shields.io/github/actions/workflow/status/stefanradev93/bayesflow/tests.yaml?style=for-the-badge&label=Tests)
![Codecov](https://img.shields.io/codecov/c/github/stefanradev93/bayesflow?style=for-the-badge)
[![DOI](https://img.shields.io/badge/DOI-10.21105%2Fjoss.05702-blue?style=for-the-badge)](https://doi.org/10.21105/joss.05702)
![PyPI - License](https://img.shields.io/pypi/l/bayesflow?style=for-the-badge)

BayesFlow is a Python library for simulation-based **Amortized Bayesian Inference** with neural networks.
It provides users with:
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