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Version](https://img.shields.io/pypi/v/gwkokab)\n\n[![Documentation Status](https://img.shields.io/readthedocs/gwkokab?logo=Read-the-Docs)](https://gwkokab.readthedocs.io/en/latest/?badge=latest)\n[![CI](https://github.com/gwkokab/gwkokab/actions/workflows/ci.yml/badge.svg)](https://github.com/gwkokab/gwkokab/actions/workflows/ci.yml)\n\nGWKokab is a JAX-based gravitational-wave population inference toolkit. It is designed to be a high-performance, flexible, easy-to-use library for sampling from a wide range of gravitational-wave population models. It is built on top of JAX, a high-performance numerical computing library, and is designed to be easily integrated into existing JAX workflows.\n\nIf you would like to contribute, please see the [contributing guidelines](https://gwkokab.readthedocs.io/en/latest/dev_docs/contributing.html).\n\n\u003e [!WARNING]\n\u003e Our documentation is generally maintained, but tutorials are currently outdated. While the main documentation is largely current, some inconsistencies may exist. We greatly value community feedback – if you encounter any discrepancies, please submit an issue report to help us improve the documentation quality for all users.\n\n## Citing GWKokab\n\nIf you use GWKokab in your research, please cite the following:\n\n```bibtex\n@article{arxiv:2509.13638,\n    author  = {{Qazalbash}, Meesum and {Zeeshan}, Muhammad and {O'Shaughnessy}, Richard},\n    title   = {GWKokab: An Implementation to Identify the Properties of Multiple Population of Gravitational Wave Sources},\n    journal = {arXiv preprint arXiv:2509.13638},\n    year    = {2025},\n    url     = {https://arxiv.org/pdf/2509.13638v1}\n}\n```\n\n```bibtex\n@software{gwkokab2024github,\n    author  = {Meesum Qazalbash, Muhammad Zeeshan, Richard O'Shaughnessy},\n    title   = {{GWKokab}: A JAX-based gravitational-wave population inference toolkit for parametric models},\n    url     = {https://github.com/gwkokab/gwkokab},\n    year    = {2024}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgwkokab%2Fgwkokab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgwkokab%2Fgwkokab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgwkokab%2Fgwkokab/lists"}