brandonckelly / carma_pack
MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.
☆39Updated 5 months ago
Alternatives and similar repositories for carma_pack:
Users that are interested in carma_pack are comparing it to the libraries listed below
- Python module for performing linear regression for data with measurement errors and intrinsic scatter☆60Updated 7 months ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- PyAutoFit: Classy Probabilistic Programming☆63Updated this week
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆96Updated last month
- A Python Toolkit for AGN Time Series Analysis using CARMA models☆18Updated 6 months ago
- chapters of a book Hogg will never write☆90Updated 2 months ago
- Correlation coefficients with uncertainties☆11Updated last year
- a data-driven method for determining stellar parameters and abundances from stellar spectra☆41Updated 7 years ago
- MPI-based C version of the DNest code (https://github.com/eggplantbren/DNest3) with modifications.☆11Updated 4 months ago
- hyperspectral galaxy modeling and deblending☆53Updated 7 months ago
- Tools for data-driven spectra models with Gaussian processes. Pronounced "soap."☆30Updated 7 years ago
- VARTOOLS astronomical time series analysis program☆32Updated 7 months ago
- Exoplanet detection in RVs with DNest4 and GPs☆16Updated 10 months ago
- ASTR 598: Astro-statistics and Machine Learning☆40Updated 7 years ago
- Diffusive Nested Sampling☆68Updated 4 months ago
- Likelihood Estimation of Observational data with Python☆17Updated 4 years ago
- Pippi: parse it, plot it. A program for operating on MCMC chains and related lists of samples from a function or distribution.☆11Updated last month
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated last year
- K2 systematics correction using Gaussian processes☆18Updated 6 months ago
- Telluric fitting made easy☆20Updated 3 weeks ago
- MCMC package for Bayesian data analysis☆58Updated 7 years ago
- Milky Way Streams Footprint Library and Toolkit for Python☆52Updated 7 months ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated 2 weeks ago
- A wrapper class for the scikit-learn BaseEstimator class that implements both the astroML and Bovy et al. (2011) XDGMM methods.☆23Updated last year
- Line Measuring library in python☆17Updated 2 weeks ago
- Bayesian X-ray analysis (nested sampling for Xspec and Sherpa)☆60Updated 4 months ago
- Spectroscopy Made Easy☆27Updated 3 months ago
- precise data-driven RV fitting, now with tellurics!☆38Updated 2 years ago
- Learning the LSST software Stack, by writing jupyter notebook tutorials.☆46Updated 2 years ago