davidwhogg / mcmc
Some notes about MCMC
☆44Updated 7 years ago
Alternatives and similar repositories for mcmc:
Users that are interested in mcmc are comparing it to the libraries listed below
- chapters of a book Hogg will never write☆90Updated 3 months ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- MCMC package for Bayesian data analysis☆58Updated 7 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated last year
- ☆16Updated 4 years ago
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- DEPRECATED: use dfm/emcee version 3 instead☆21Updated 5 years 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
- Diffusive Nested Sampling☆69Updated 5 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
- Corner plots, LaTeX tables and plotting walks.☆84Updated 3 weeks ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Python MCMC Sampler☆33Updated last month
- Materials for a mini-course on code development and packaging☆23Updated 2 months ago
- Python routines for computing Navarro-Frenk-White halo properties☆12Updated 7 months ago
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- A wrapper class for the scikit-learn BaseEstimator class that implements both the astroML and Bovy et al. (2011) XDGMM methods.☆23Updated last year
- Useful computing tools for Weak Lensing analyses http://lenstools.readthedocs.io☆33Updated last year
- Combines Bayesian analyses from many datasets.☆22Updated 11 months ago
- 2020 Tomographic binning challenge☆13Updated 3 years ago
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆66Updated 3 years ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 2 months ago
- Pippi: parse it, plot it. A program for operating on MCMC chains and related lists of samples from a function or distribution.☆11Updated last month
- MCMC tutorial for the Local Group Astrostatistics workshop☆16Updated 9 years ago
- multiplicatively convolutional fast integral transforms, implementing FFTLog☆32Updated last month
- A Python library for performing galaxy cluster mass reconstruction from weak lensing observables☆25Updated this week
- Course notes and resources for Stanford University graduate course PHYS366: Statistical Methods in Astrophysics☆117Updated 4 months ago
- 3rd ASTERICS-OBELICS International School☆20Updated 2 years ago
- Source for our paper on multiband periodograms.☆32Updated 5 years ago