A JAX-accelerated stream generator (StreaMAX)
Project description
StreaMAX - a JAX-accelerated stream generator
This package serves as a fast and efficient simulator of stellar streams. The goal is to make the modeling fast enough for Bayesian inference.
Models
StreaMAX offers the following 4 modeling frameworks all JAX-compiled:
- Spray: from spray import generate_stream_spray
- Streak: from streak import generate_stream_streak
- 1st order: to come
Quick Start
Look at the quick_start.ipynb to see how to define the parameters and generate a stream from the aformentioned methods.
Installation
# Clone the repository
git clone https://github.com/David-Chemaly/StreaMAX.git
cd StreaMAX
# Install dependencies
pip install -r requirements.txt
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