eigenfoo / littlemcmcLinks
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
☆57Updated last year
Alternatives and similar repositories for littlemcmc
Users that are interested in littlemcmc are comparing it to the libraries listed below
Sorting:
- PyMC Extras extracted from the "exoplanet" library☆19Updated 2 weeks ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆239Updated last year
- Solve ODEs fast, with support for PyMC☆115Updated last year
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆38Updated last year
- Fast & scalable Gaussian Processes in one dimension☆77Updated 2 weeks ago
- Probabilistic Programming and Nested sampling in JAX☆208Updated last month
- Just a little MCMC☆231Updated last year
- Bayesian inference and posterior analysis for Python☆46Updated last year
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆40Updated 5 years ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- All things Monte Carlo, written in JAX.☆31Updated 2 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 3 years ago
- Gaussian Mixture Models in Jax☆23Updated 2 months ago
- MCHMC: sampler from an arbitrary differentiable distribution☆74Updated 5 months ago
- http://cranmer.github.io/stats-ds-book☆73Updated 4 years ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆132Updated 4 years ago
- The tiniest of Gaussian Process libraries☆317Updated last month
- JAX + Units☆48Updated 3 weeks ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- ABCpy package☆116Updated last year
- A list of Python-based MCMC & ABC packages☆123Updated 3 months ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆15Updated 3 years ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- ☆16Updated 5 months ago
- Approximate Bayesian Computation Population Monte Carlo☆41Updated 5 years ago
- Unbiased MCMC with couplings☆19Updated 6 years ago
- Probabilistic Inference on Noisy Time Series☆239Updated last week
- Tools for an Aesara-based PPL.☆66Updated 11 months ago
- Manifold Markov chain Monte Carlo methods in Python☆233Updated 3 weeks ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year