General Toolkit for Modeling Radial Velocities. Version 0.9.4
Written by BJ Fulton and Erik Petigura, Fulton and Petigura (in prep.).
Please cite the following DOI if you wish to make use of this software in any publication.
Documentation is available on ReadTheDocs.org: http://radvel.readthedocs.io
- Object-oriented (i.e. models, likelihoods, priors, and posteriors are defined as objects)
- Extensible (i.e. naturally define new likelihoods, priors, parameterizatoins)
- Convenient API to fix/float parameters
- Easily plugs in to the the suite of
scipy.optimize
routines for max-likelihood fitting - Works with
emcee
MCMC - parameters are represented as dicts not arrays
- Can handle data from multiple telescopes
- Easily convert between different parameterizations
- Computation of Kepler's equation (numerically intensive) written in C
- Bundle up examples in convenient test cases
- PERF: Optimizations for low eccentricity orbits
- Streamline API
Follow examples in
radvel/tests/SyntheticData.ipynb
radvel/tests/EPIC-2037_Fitting+MCMC.ipynb
radvel/tests/164922_Fitting+MCMC.ipynb
You'll need the following dependencies
- emcee
- corner
- pandas (to read in hdf5)
- matplotlib-1.5.0
- cython (tested with 0.22)
- pdflatex installed and in your system's path