minaskar / zeusLinks
⚡️ zeus: Lightning Fast MCMC ⚡️
☆239Updated last year
Alternatives and similar repositories for zeus
Users that are interested in zeus are comparing it to the libraries listed below
Sorting:
- Dynamic Nested Sampling package for computing Bayesian posteriors and evidences☆388Updated last month
- A list of Python-based MCMC & ABC packages☆123Updated 3 months ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Probabilistic Programming and Nested sampling in JAX☆208Updated last month
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- Kernel Density Estimation and (re)sampling☆62Updated 2 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆57Updated last year
- The tiniest of Gaussian Process libraries☆317Updated last month
- Fit and compare complex models reliably and rapidly. Advanced nested sampling.☆189Updated 4 months ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆132Updated 4 years ago
- A differentiable cosmology library in JAX☆214Updated 3 months ago
- Probabilistic Inference on Noisy Time Series☆239Updated last week
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆40Updated 5 years ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆131Updated last year
- Fast & scalable Gaussian Processes in one dimension☆77Updated 2 weeks ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆250Updated last month
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated last week
- Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).☆22Updated 5 years ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆110Updated 3 weeks ago
- Just a little MCMC☆231Updated last year
- Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.☆208Updated 9 months ago
- PyAutoFit: Classy Probabilistic Programming☆63Updated this week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- Manifold Markov chain Monte Carlo methods in Python☆233Updated 3 weeks ago
- Probabilistic Numerics in Python.☆458Updated 3 months ago
- Scalable 1D Gaussian Processes in C++, Python, and Julia☆188Updated last week
- Fast & scalable MCMC for all your exoplanet needs!☆225Updated 2 weeks ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 8 months ago
- distributed, likelihood-free inference☆217Updated 3 months ago