jax-bandflux
OfficialFast JAX-powered supernova bandflux modeling.
Authorfundamental-physics
Version1.0.0
Installs0
System Documentation
What problem does it solve?
JAX-bandflux provides fast, differentiable calculations of supernova bandflux for light-curve modeling, enabling rapid likelihood evaluations and model exploration.
Core Features & Use Cases
- JAX-accelerated bandflux calculations for SALT3Source and TimeSeriesSource.
- Optimized mode with precomputed bridges for rapid likelihoods in MCMC or nested sampling.
- Quick-start guidance includes installation, synthetic data generation, and likelihood templates.
Quick Start
Install the package and run the included SALT3 likelihood example to fit parameters with synthetic data.
Dependency Matrix
Required Modules
jaxnumpy
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: jax-bandflux Download link: https://github.com/fundamental-physics/marketplace/archive/main.zip#jax-bandflux Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.