Jim - A JAX-based gravitational-wave inference toolkit

Jim is a set of tools to solve a number of inference problems in the field of gravitational-wave, including single event parameter estimation and population analysis (coming soon!). Jim is written in python, with heavy use of the JAX and uses flowMC as its sampler.

Warning

Jim is still in development: As we are refactoring and continuing the development of the code, the API is subject to change. If you have any questions, please feel free to open an issue.

Design philosophy

1. Extensibility over "feature complete"
2. Performance is a feature, lacking performance is a bug
3. We do not do use-case optimization