LocalGroupAstrostatistics2015 / MCMCLinks
MCMC tutorial for the Local Group Astrostatistics workshop
☆16Updated 10 years ago
Alternatives and similar repositories for MCMC
Users that are interested in MCMC are comparing it to the libraries listed below
Sorting:
- MCMC package for Bayesian data analysis☆59Updated 8 years ago
- Diffusive Nested Sampling☆71Updated last month
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated 2 months ago
- Some notes about MCMC☆44Updated 7 years ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 3 years ago
- Code to perform multivariate linear regression using Gibbs sampling☆20Updated 3 years ago
- chapters of a book Hogg will never write☆94Updated 11 months ago
- Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.☆211Updated 11 months ago
- MPI-based C and Python version of the DNest code (https://github.com/eggplantbren/DNest3) with modifications.☆11Updated 2 weeks ago
- Materials for a mini-course on code development and packaging☆23Updated 3 weeks ago
- Bayesian Methods in Astronomy workshop, presented at AAS227☆124Updated 9 years ago
- A wrapper class for the scikit-learn BaseEstimator class that implements both the astroML and Bovy et al. (2011) XDGMM methods.☆25Updated 2 years ago
- Python module for performing linear regression for data with measurement errors and intrinsic scatter☆62Updated last year
- Pythonic stellar model grid access; easy MCMC fitting of stellar properties☆130Updated last year
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆67Updated 2 years ago
- MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.☆42Updated last year
- Tools for Flexible Spectroscopic Inference☆75Updated 2 years ago
- Tools for data-driven spectra models with Gaussian processes. Pronounced "soap."☆32Updated 8 years ago
- Course notes and resources for Stanford University graduate course PHYS366: Statistical Methods in Astrophysics☆120Updated last year
- Code for efficiently computing 2-point and 3-point correlation functions. For documentation, go to☆109Updated 3 months ago
- Corner plots, LaTeX tables and plotting walks.☆88Updated last week
- Analysis kit for large-scale structure datasets, the massively parallel way☆116Updated last month
- The Tractor: measuring astronomical sources via probabilistic inference☆90Updated last week
- A parallel-tempered version of emcee.☆62Updated 2 years ago
- CoLoRe - Cosmological Lofty Realizations☆20Updated 7 months ago
- Source code for the public release for the LGalaxies model of galaxy formation and evolution☆18Updated 4 years ago
- Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data☆80Updated 3 weeks ago
- Correlation Utilities and Two-point Estimation☆39Updated 3 years ago
- ☆31Updated 6 months ago
- Python package for studying large scale structure, cosmology, and galaxy evolution using N-body simulations and halo models☆117Updated last week