ThomasPak / pakmanLinks
A modular, efficient and portable tool for running parallel approximate Bayesian computation algorithms.
☆18Updated 4 years ago
Alternatives and similar repositories for pakman
Users that are interested in pakman are comparing it to the libraries listed below
Sorting:
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 3 years ago
- Dynamic dispatch of a list of command-line tasks, locally or on a cluster. Supports retrying failed tasks, and adding/removing compute re…☆46Updated 2 weeks ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated last month
- Fast & scalable Gaussian Processes in one dimension☆79Updated last week
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Diffusive Nested Sampling☆71Updated 3 weeks ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- JAX + Units☆52Updated this week
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆26Updated last year
- Coordinates in JAX☆28Updated 2 weeks ago
- Parallel tempering MCMC sampler package written in Python☆58Updated last month
- Basis Function Expansion C++ library and Python package for running N-body galactic simulations and dynamical discovery☆27Updated this week
- Nested Sampling post-processing and plotting☆67Updated 2 weeks ago
- PyMC Extras extracted from the "exoplanet" library☆19Updated last week
- Particle Mesh in Python☆25Updated 2 months ago
- Bayesian Jenaer software☆22Updated 3 months ago
- Neural network nested and MCMC sampling☆21Updated 4 years ago
- A JAX-based gaussian process structure learning package for time series modelling.☆30Updated 6 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆27Updated 10 months ago
- Differentiable Gravitational Waveforms with JAX☆69Updated 4 months ago
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆73Updated 3 years ago
- yt astrophysical analysis modules☆26Updated 2 weeks ago
- A common interface to processing pools.☆120Updated 2 weeks ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated this week
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- A parallel-tempered version of emcee.☆62Updated 2 years ago
- Parallel nested sampling☆29Updated 2 months ago
- Rapid population synthesis code for binary black hole mergers in dynamical environments.☆14Updated last month
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆114Updated 3 months ago