nanograv / PTMCMCSampler
Parallel tempering MCMC sampler package written in Python
☆52Updated 5 months ago
Alternatives and similar repositories for PTMCMCSampler:
Users that are interested in PTMCMCSampler are comparing it to the libraries listed below
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆87Updated 3 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆108Updated last year
- Neural network nested and MCMC sampling☆22Updated 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
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆40Updated 4 years ago
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- Corner plots, LaTeX tables and plotting walks.☆82Updated 2 months ago
- A parallel-tempered version of emcee.☆59Updated last year
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆96Updated 3 weeks ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆24Updated this week
- Differentiable Gravitational Waveforms with JAX☆55Updated 6 months ago
- Bayesian Jenaer software☆22Updated 3 months ago
- Fast Inference for GW Astronomy, Research and Observations☆19Updated last week
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated last month
- Save matplotlib figures with embedded metadata for reproducibility and profit☆32Updated 4 years ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- Parallel nested sampling☆28Updated 7 months ago
- MCMC sample analysis, kernel densities, plotting, and GUI☆157Updated this week
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 3 weeks ago
- ☆21Updated last month
- nessai: Nested Sampling with Artificial Intelligence☆38Updated last week
- Nested Sampling post-processing and plotting☆57Updated this week
- Gravitational-wave data analysis tools in Jax☆66Updated this week
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆60Updated this week
- A webpage for the scattering transform. To calculate, you just need the folder called "scattering".☆49Updated 5 months ago
- My CV☆36Updated this week
- An easy to use interface to gravitational wave surrogate models☆26Updated this week