Gravitational-wave astronomy in JAX
Project description
gwax
Gravitational-wave astronomy in JAX.
Install
- Install JAX following their instructions for your platform and hardware.
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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