ejhigson / dyPolyChord
Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).
☆21Updated 4 years ago
Related projects: ⓘ
- PyAutoFit: Classy Probabilistic Programming☆59Updated this week
- Fast & scalable Gaussian Processes in one dimension☆68Updated this week
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆41Updated 10 months ago
- MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.☆37Updated last year
- Kernel Density Estimation and (re)sampling☆57Updated last year
- Python MCMC Sampler☆32Updated 2 months ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆80Updated this week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated last year
- Unbiased and Consistent Nested Sampling via Sequential Monte Carlo☆13Updated last month
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- Diffusive Nested Sampling☆60Updated this week
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆75Updated last year
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆84Updated 3 months ago
- Approximate Bayesian Computation Population Monte Carlo☆39Updated 4 years ago
- Neural network nested and MCMC sampling☆20Updated 2 years ago
- MCMC package for Bayesian data analysis☆58Updated 7 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆102Updated last year
- Pippi: parse it, plot it. A program for operating on MCMC chains and related lists of samples from a function or distribution.☆11Updated 8 months ago
- A parallel-tempered version of emcee.☆58Updated last year
- ☆16Updated 3 years ago
- Error analysis, diagnostic tests and plots for nested sampling calculations.☆15Updated last year
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆39Updated 4 years ago
- Parallel tempering MCMC sampler package written in Python☆47Updated 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
- chapters of a book Hogg will never write☆89Updated last year
- Make a sweet giant triangle confusogram (GTC) plot☆33Updated 11 months ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆20Updated 2 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆18Updated last week
- Meeting repo for likelihood free inference meeting☆15Updated last year
- MCMC sample analysis, kernel densities, plotting, and GUI☆120Updated 3 weeks ago