ehalley / PBI
Practical Bayesian Inference
☆14Updated 6 years ago
Related projects: ⓘ
- Parallel tempering MCMC sampler package written in Python☆47Updated 2 weeks ago
- Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data☆78Updated 7 months ago
- Resources for Bayesian Models for Astrophysical Data - Hilbe, de Souza and Ishida, 2016, Cambridge University Press☆47Updated 2 years ago
- A straightforward Bayesian data fitting library☆25Updated 10 months ago
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆84Updated 3 months ago
- Corner plots, LaTeX tables and plotting walks.☆79Updated last month
- A wrapper class for the scikit-learn BaseEstimator class that implements both the astroML and Bovy et al. (2011) XDGMM methods.☆22Updated last year
- Diffusive Nested Sampling☆60Updated this week
- Tool to distribute a list of computational tasks over a pool of compute resources. The pool can grow or shrink.☆39Updated 5 months ago
- Materials for the Wednesday Afternoon Machine Learning workshop☆18Updated 9 years ago
- Approximate Bayesian Computation Population Monte Carlo☆39Updated 4 years ago
- Generate latex + bibtex citation commands by looking at what packages are imported☆49Updated 4 years ago
- Nested Sampling post-processing and plotting☆56Updated last month
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- Code to perform multivariate linear regression using Gibbs sampling☆18Updated 2 years ago
- Bayesian Jenaer software☆21Updated 9 months ago
- Fast & scalable Gaussian Processes in one dimension☆68Updated this week
- ☆19Updated 7 years ago
- The Non-Poissonian Template Fit in python/cython: http://nptfit.readthedocs.io/☆10Updated 3 years ago
- ☆16Updated 3 years ago
- resources for transitioning from academic astronomy to industry data science☆79Updated last year
- Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).☆21Updated 4 years ago
- Some notes about MCMC☆44Updated 6 years ago
- Materials for a mini-course on code development and packaging☆22Updated 6 months ago
- ☆10Updated last year
- Materials for a Python in HPC class☆33Updated 4 years ago
- Materials for the 2016 Astro Hack Week☆22Updated 8 years ago
- A Python package for Approximate Bayesian Computation☆36Updated 8 years ago
- A numerical integration routine that works for the natural logarithm of functions☆10Updated 2 weeks ago
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆64Updated 2 years ago