rmcgibbo / pyhmcLinks
Hamiltonain Monte Carlo in Python
☆40Updated 5 years ago
Alternatives and similar repositories for pyhmc
Users that are interested in pyhmc are comparing it to the libraries listed below
Sorting:
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆132Updated 4 years ago
- ABCpy package☆116Updated last year
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆39Updated 5 years ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆58Updated last year
- A library to build up lazily evaluated expressions of linear transforms for efficient scientific computing.☆25Updated last year
- Large scale simulation of ODEs or SDEs, analyze time series.☆25Updated 6 years ago
- A list of Python-based MCMC & ABC packages☆123Updated 4 months ago
- Differentiable interface to FEniCS for PyMC3☆22Updated 2 years ago
- Manifold Markov chain Monte Carlo methods in Python☆234Updated last month
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆15Updated 3 years ago
- Gradient-informed particle MCMC methods☆12Updated last year
- Clustering with variational Bayes and population Monte Carlo☆50Updated last month
- Kernel Density Estimation and (re)sampling☆62Updated 2 years ago
- An implementation of the Goodman & Weare MCMC sampler for matlab☆52Updated 7 years ago
- Approximate Bayesian Computation Population Monte Carlo☆41Updated 5 years ago
- Sequential Monte Carlo working on top of pymc☆49Updated 6 years ago
- Parallel tempering MCMC sampler package written in Python☆56Updated last week
- AlgoPy is a Research Prototype for Algorithmic Differentation in Python☆87Updated last year
- Parametric Gaussian Process Regression for Big Data☆45Updated 5 years ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆240Updated last year
- Just a little MCMC☆232Updated last year
- Gaussian processes with spherical harmonic features in JAX☆15Updated 2 months ago
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆26Updated 7 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 3 years ago
- Gaussian Process Regression Interactive Javascript Demo☆56Updated 7 years ago
- A collection of Gaussian process models☆30Updated 8 years ago
- Dynamic Mode Decomposition☆60Updated 8 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆74Updated 3 weeks ago
- My CV☆37Updated this week