Metadata-Version: 2.4
Name: poplar
Version: 0.3
Summary: A python package for modelling selection effects with machine learning
Author-email: Christian Chapman-Bird <c.chapman-bird@bham.ac.uk>, Shashwat Singh <s.singh.3@research.gla.ac.uk>
License: GPL-3.0-or-later
Project-URL: Bug Tracker, https://github.com/CChapmanbird/poplar/issues
Project-URL: Source Code, https://github.com/CChapmanbird/poplar
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Astronomy
Classifier: Topic :: Scientific/Engineering :: Physics
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: matplotlib>=3.3.0
Requires-Dist: seaborn
Requires-Dist: numpy>=1.17
Requires-Dist: scipy>=1.2.0
Requires-Dist: tqdm
Requires-Dist: dill
Requires-Dist: pathlib
Requires-Dist: torch>=1.7.0
Dynamic: license-file

[![Documentation Status](https://readthedocs.org/projects/poplar/badge/?version=latest)](https://poplar.readthedocs.io/en/latest/)
[![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)
[![DOI](https://zenodo.org/badge/586973569.svg)](https://zenodo.org/badge/latestdoi/586973569)
# poplar
Augmenting selection bias modelling with machine learning for big speedups.

The methodology behind this package is introduced in [Chapman-Bird et al. (2023)](https://doi.org/10.1093/mnras/stad1397) for the specific case of modelling selection biases in extreme mass ratio inspiral (EMRI) populations. If you use this package in your work, please cite this paper **and** the [code package doi](https://doi.org/10.5281/zenodo.7573034).

Authors:
- **Christian Chapman-Bird**

Contributors:
- Maybe you!
