minaskar / zeusLinks
⚡️ zeus: Lightning Fast MCMC ⚡️
☆241Updated 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☆397Updated last month
- A list of Python-based MCMC & ABC packages☆123Updated 7 months ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Kernel Density Estimation and (re)sampling☆63Updated 2 years ago
- Probabilistic Programming and Nested sampling in JAX☆218Updated last month
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆43Updated 2 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- The tiniest of Gaussian Process libraries☆328Updated last week
- Fit and compare complex models reliably and rapidly. Advanced nested sampling.☆194Updated last month
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆59Updated last year
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆131Updated 5 years ago
- PyAutoFit: Classy Probabilistic Programming☆63Updated 3 weeks ago
- Probabilistic Inference on Noisy Time Series☆241Updated 3 months ago
- A differentiable cosmology library in JAX☆221Updated 6 months ago
- Fast & scalable Gaussian Processes in one dimension☆79Updated last month
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆116Updated 4 months ago
- Manifold Markov chain Monte Carlo methods in Python☆236Updated last month
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated last week
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆255Updated 2 months ago
- Just a little MCMC☆235Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆132Updated last year
- Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.☆212Updated last year
- Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).☆22Updated 5 years ago
- Solve ODEs fast, with support for PyMC☆117Updated last year
- Fast & scalable MCMC for all your exoplanet needs!☆227Updated last month
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated 2 years ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆27Updated 11 months ago
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆39Updated 5 years ago
- Scalable 1D Gaussian Processes in C++, Python, and Julia☆191Updated this week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago