astrobayes / BMADLinks
Resources for Bayesian Models for Astrophysical Data - Hilbe, de Souza and Ishida, 2016, Cambridge University Press
☆49Updated 3 years ago
Alternatives and similar repositories for BMAD
Users that are interested in BMAD are comparing it to the libraries listed below
Sorting:
- chapters of a book Hogg will never write☆90Updated 8 months ago
- Tutorials for creating figures, tables, or other content for AAS Journals.☆40Updated last year
- Source for our paper on multiband periodograms.☆32Updated 6 years ago
- Bayesian Methods in Astronomy workshop, presented at AAS227☆123Updated 9 years ago
- Materials for the 2017 Astro Hack Week☆31Updated 4 years ago
- The Office of Astronomy for Development's Data Science Toolkit.☆19Updated last year
- ProFit is a galaxy image bulge-disk decomposition program☆31Updated last month
- Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program☆310Updated 4 months ago
- Course notes and resources for Stanford University graduate course PHYS366: Statistical Methods in Astrophysics☆116Updated 10 months ago
- A non-traditional TensorFlow tutorial☆48Updated 5 years ago
- Materials for the 2016 Astro Hack Week☆23Updated 9 years ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 3 years ago
- Diffusive Nested Sampling☆71Updated last week
- resources for transitioning from academic astronomy to industry data science☆50Updated 4 years ago
- MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.☆41Updated 11 months ago
- Approximate Bayesian Computation Population Monte Carlo☆41Updated 5 years ago
- Combines Bayesian analyses from many datasets.☆23Updated last year
- DEPRECATED: use dfm/emcee version 3 instead☆21Updated 5 years ago
- Materials for the 2015 Astro Hack Week☆33Updated 9 years ago
- Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data☆80Updated last week
- Scalable 1D Gaussian Processes in C++, Python, and Julia☆187Updated last week
- Some notes about MCMC☆44Updated 7 years ago
- MCMC package for Bayesian data analysis☆59Updated 8 years ago
- a data-driven method for determining stellar parameters and abundances from stellar spectra☆43Updated 7 years ago
- Python module for performing linear regression for data with measurement errors and intrinsic scatter☆61Updated last year
- Gaussian processes for multi-wavelength and spectral observations☆12Updated 5 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆75Updated 2 years ago
- Corner plots, LaTeX tables and plotting walks.☆87Updated 3 weeks ago
- Code to perform multivariate linear regression using Gibbs sampling☆20Updated 3 years ago
- Python MCMC Sampler☆33Updated 6 months ago