minaskar / zeusLinks
⚡️ zeus: Lightning Fast MCMC ⚡️
☆240Updated 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☆391Updated 3 weeks ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Probabilistic Programming and Nested sampling in JAX☆209Updated 2 months ago
- A list of Python-based MCMC & ABC packages☆123Updated 4 months ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Fast & scalable Gaussian Processes in one dimension☆77Updated 2 weeks ago
- Kernel Density Estimation and (re)sampling☆62Updated 2 years ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆132Updated 4 years ago
- Fit and compare complex models reliably and rapidly. Advanced nested sampling.☆192Updated 5 months ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆111Updated last month
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆58Updated last year
- A differentiable cosmology library in JAX☆215Updated 4 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated last month
- Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.☆209Updated 9 months ago
- Manifold Markov chain Monte Carlo methods in Python☆234Updated last month
- PyAutoFit: Classy Probabilistic Programming☆63Updated last week
- Probabilistic Inference on Noisy Time Series☆239Updated last month
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).☆22Updated 5 years ago
- Scalable 1D Gaussian Processes in C++, Python, and Julia☆188Updated last week
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆93Updated 2 months ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆251Updated 2 months ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated 3 weeks ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆131Updated last year
- Just a little MCMC☆232Updated last year
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆27Updated 8 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆70Updated 3 weeks ago
- distributed, likelihood-free inference☆217Updated 4 months ago
- nessai: Nested Sampling with Artificial Intelligence☆42Updated last month