willvousden / ptemcee
A parallel-tempered version of emcee.
☆59Updated last year
Alternatives and similar repositories for ptemcee:
Users that are interested in ptemcee are comparing it to the libraries listed below
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated last week
- multiplicatively convolutional fast integral transforms, implementing FFTLog☆30Updated this week
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆87Updated 2 months ago
- Robust ML in Astro☆51Updated 2 weeks ago
- Corner plots, LaTeX tables and plotting walks.☆82Updated last month
- Nested Sampling post-processing and plotting☆57Updated last week
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆66Updated 2 years ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆82Updated 2 weeks ago
- jaxspec is an X-ray spectra Bayesian analysis package, relying on JAX to enable just in time compilation☆29Updated this week
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆63Updated last year
- Curated list of astronomy/astrophysics code packages using JAX☆37Updated 2 months ago
- An omni-sampler for Bayesian MCMC☆47Updated 2 months ago
- A unified pseudo-Cl framework☆59Updated 3 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆36Updated 8 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 2 weeks ago
- Fit and compare complex models reliably and rapidly. Advanced nested sampling.☆170Updated 2 weeks ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆96Updated last week
- Functional Posterior Plotter☆21Updated this week
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated this week
- ☆22Updated this week
- Milky Way Streams Footprint Library and Toolkit for Python☆51Updated 6 months ago
- MCMC sample analysis, kernel densities, plotting, and GUI☆156Updated this week
- PyAutoFit: Classy Probabilistic Programming☆62Updated this week
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated last week
- A wrapper class for the scikit-learn BaseEstimator class that implements both the astroML and Bovy et al. (2011) XDGMM methods.☆23Updated last year
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- Simulation-based (likelihood-free) inference customized for astronomical applications☆25Updated 3 months ago
- Libraries to analyze numerical simulations☆40Updated 4 years ago
- modified aa.bst with clickable url link in the bibliography☆37Updated 3 weeks ago