RadVel
General Toolkit for Modeling Radial Velocities.
Attribution
Written by BJ Fulton, Erik Petigura, Sarah Blunt, and Evan Sinukoff. Fulton et al. (2018)
Please cite the original publication and the following DOI if you make use of this software in your research.
Installation
Quick Install
pip install radvel
Development Install
git clone https://github.com/California-Planet-Search/radvel.git
cd radvel
# Install problematic dependencies via conda (recommended for macOS)
conda install pytables h5py
# Install in development mode
pip install -e .
System Requirements
- Python: 3.8, 3.9, 3.11, 3.12
- LaTeX: Required for report generation (install TexLive or similar)
- macOS users: Consider using conda for
pytablesandh5pyto avoid compilation issues
Documentation
Documentation is available here
Run as a service (v1.6+)
RadVel 1.6 ships an HTTP service that wraps the entire CLI workflow behind a JSON API plus an optional browser UI. Useful for non-Python clients, long-running MCMC jobs, and reproducible deployments.
docker run --rm -p 8000:8000 -v "$PWD/.runs:/data" \
ghcr.io/california-planet-search/radvel-api:latest
open http://localhost:8000/ui
See the service guide and the UI walkthrough for details. The same image is what runs in production.
Features
With RadVel you can
- Optimize
- leverages the suite of minimizers in scipy.optimize
- Run MCMC
- leverages the emcee package for MCMC exploration of the posterior probability distribution
- Visualize
- creates quicklook summary plots and statistics
RadVel is
- Flexible
- fix/float parameters that are indexed as strings (emulates lmfit API)
- convert between different parameterizations e.g.
e omega <-> sqrtecosw sqrtesinw - incorporate RVs from multiple telescopes
- Extensible
- Object-oriented programing makes adding new likelihoods, priors, etc. easy
- Scriptable
- Code can be run through a convenient Command-line Interface (CLI)
- Fast
- Kepler's equation solved in C (slower Python solver also included)
- MCMC is multi-threaded
Tutorials
Follow examples in
radvel/docs/tutorials/SyntheticData.ipynbradvel/docs/tutorials/K2-24_Fitting+MCMC.ipynbradvel/docs/tutorials/164922_Fitting+MCMC.ipynbradvel/docs/tutorials/GaussianProcess-tutorial.ipynb
1 maintainer
Metadata
1 maintainer
Release files for radvel 1.6.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| radvel-1.6.5.tar.gz | 177.0 kB | Details |
Built distributions (wheels)
Total release size: 9.8 MB
Release files / radvel-1.6.5.tar.gz
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| Tags | Source |
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Release files / radvel-1.6.5-cp313-cp313-win_amd64.whl
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Release files / radvel-1.6.5-cp313-cp313-win32.whl
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