sanjibs / bmcmc
MCMC package for Bayesian data analysis
☆58Updated 7 years ago
Alternatives and similar repositories for bmcmc:
Users that are interested in bmcmc are comparing it to the libraries listed below
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated last year
- Some notes about MCMC☆44Updated 7 years ago
- a data-driven method for determining stellar parameters and abundances from stellar spectra☆41Updated 7 years ago
- NlogN algorithm for least-squares fitting of periodic templates to noisy, non-equispaced time-series data.☆51Updated 4 years ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- chapters of a book Hogg will never write☆90Updated 3 months ago
- Python MCMC Sampler☆33Updated last month
- Diffusive Nested Sampling☆69Updated 5 months ago
- MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.☆39Updated 6 months ago
- MPI-based C version of the DNest code (https://github.com/eggplantbren/DNest3) with modifications.☆11Updated 5 months ago
- Fast & scalable Gaussian Processes in one dimension☆74Updated last week
- PyAutoFit: Classy Probabilistic Programming☆63Updated last week
- Code to perform multivariate linear regression using Gibbs sampling☆20Updated 3 years ago
- Tools for Flexible Spectroscopic Inference☆72Updated 2 years ago
- Python library for fast time-series analysis on CUDA GPUs☆27Updated 2 months ago
- ☆16Updated 4 years ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated last month
- MCMC tutorial for the Local Group Astrostatistics workshop☆16Updated 9 years ago
- Mapping astronomical survey data on the sky, handsomely☆47Updated 6 months ago
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆63Updated last year
- ASTR 598: Astro-statistics and Machine Learning☆41Updated 7 years ago
- Combines Bayesian analyses from many datasets.☆22Updated 11 months ago
- hyperspectral galaxy modeling and deblending☆53Updated 7 months ago
- Source for our paper on multiband periodograms.☆32Updated 5 years ago
- DEPRECATED: use dfm/emcee version 3 instead☆21Updated 5 years ago
- A python package implementing the MARGINAL LIKELIHOODS FROM MONTE CARLO MARKOV CHAINS algorithm described in Heavens et. al. (2017)☆41Updated last year
- A non-traditional TensorFlow tutorial☆49Updated 4 years ago
- Corner plots, LaTeX tables and plotting walks.☆84Updated 3 weeks ago
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- Bayesian X-ray analysis (nested sampling for Xspec and Sherpa)☆60Updated 4 months ago