Gabriel-p / pythonMCMC
A list of Python-based MCMC & ABC packages
☆123Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for pythonMCMC
- ABCpy package☆113Updated 6 months ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆227Updated 9 months ago
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆40Updated 4 years ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆126Updated 3 years ago
- Just a little MCMC☆217Updated 4 months ago
- Solve ODEs fast, with support for PyMC☆110Updated 6 months ago
- Probabilistic Inference on Noisy Time Series☆228Updated 3 months ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆52Updated 3 months ago
- Manifold Markov chain Monte Carlo methods in Python☆221Updated last month
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆106Updated last year
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- Approximate Bayesian Computation Population Monte Carlo☆40Updated 4 years ago
- Parallel tempering MCMC sampler package written in Python☆50Updated 2 months ago
- distributed, likelihood-free inference☆204Updated 3 weeks ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆88Updated 3 years ago
- A Python package for Approximate Bayesian Computation☆36Updated 8 years ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆90Updated 3 weeks ago
- Kernel Density Estimation and (re)sampling☆58Updated last year
- Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.☆224Updated 2 years ago
- Hamiltonain Monte Carlo in Python☆39Updated 5 years ago
- Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).☆22Updated 4 years ago
- Probabilistic Programming and Nested sampling in JAX☆147Updated last week
- PyMC Extras extracted from the "exoplanet" library☆19Updated last month
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆22Updated last year
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆56Updated this week
- ☆83Updated this week
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆86Updated 5 months ago
- Gaussian Process Regression Interactive Javascript Demo☆53Updated 6 years ago
- Gaussian mixture model for incomplete (missing or truncated) and noisy data☆98Updated 2 years ago