ThomasPak / pakman
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
- Save matplotlib figures with embedded metadata for reproducibility and profit☆32Updated 4 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…☆45Updated 3 weeks ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated 11 months ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆24Updated this week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated last month
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆66Updated 3 years ago
- In-situ analysis with yt☆10Updated 2 weeks ago
- Learning materials for scientific software development☆83Updated 3 weeks ago
- Diffusive Nested Sampling☆69Updated 5 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 2 months ago
- JAX + Units☆47Updated 2 months ago
- Particle Mesh in Python☆27Updated 3 months ago
- yt astrophysical analysis modules☆23Updated 3 weeks ago
- PyMC Extras extracted from the "exoplanet" library☆19Updated 3 weeks ago
- Python version of FastPM☆12Updated 4 years ago
- python interface to the 3D radiative transfer code mcfost☆22Updated this week
- Fast & scalable Gaussian Processes in one dimension☆74Updated last week
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆108Updated last year
- Basis Function Expansion C++ library and Python package for running N-body galactic simulations and dynamical discovery☆18Updated this week
- Continuously-integrated Open-source Reproducible TeX☆18Updated 5 years ago
- Parallel nested sampling☆28Updated 8 months ago
- MCFOST radiative transfer code☆24Updated 3 months ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).☆22Updated 4 years ago
- Parallel tempering MCMC sampler package written in Python☆52Updated 6 months ago
- Rapid population synthesis code for binary black hole mergers in dynamical environments.☆12Updated 10 months ago