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gwax

Gravitational-wave astronomy in JAX.

Install

  1. Install JAX following their instructions for your platform and hardware.
  2. pip install gwax.

To install the latest development: pip install git+https://github.com/mdmould/gwax.

Implementations

  • Flow-based variational inference for gravitational-wave population analysis.

Usage

See the examples.

Current limitations

  • gwax is being actively developed and the interface is likely to undergo breaking changes.
  • Currently the only thing implemented is variation inference of gravitational-wave populations.
  • Variational population inference only interfaces with gwpopulation.
  • Only univariate uniform priors are supported.

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Gravitational-wave astronomy in JAX

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