matt-graham / continuously-tempered-hmcLinks
Continuously tempered Hamiltonian Monte Carlo
☆11Updated 8 years ago
Alternatives and similar repositories for continuously-tempered-hmc
Users that are interested in continuously-tempered-hmc are comparing it to the libraries listed below
Sorting:
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- ☆15Updated last month
- Conditional density estimation with neural networks☆31Updated 4 months ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆56Updated 10 months ago
- PyMC Extras extracted from the "exoplanet" library☆19Updated 3 weeks ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆18Updated last year
- probabilistic programming focused on fun☆41Updated 7 months ago
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated last month
- Exponential families for JAX☆69Updated last week
- Gaussian Process Regression Interactive Javascript Demo☆55Updated 6 years ago
- Gaussian Mixture Models in Jax☆19Updated 4 months ago
- An HMC/NUTS implementation in Aesara☆32Updated last year
- All things Monte Carlo, written in JAX.☆31Updated 2 years ago
- ABCpy package☆114Updated last year
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- Unbiased MCMC with couplings☆19Updated 5 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆14Updated 3 years ago
- Simulation based calibration and generation of synthetic data.☆51Updated 2 months ago
- Differentiable interface to FEniCS for PyMC3☆20Updated 2 years ago
- Gaussian processes on graphs and lattices in Stan.☆18Updated 2 months ago
- Tools for an Aesara-based PPL.☆65Updated 7 months ago
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Simulation-based inference in JAX☆31Updated last month
- A backend for storing MCMC draws.☆18Updated last month
- A straightforward Bayesian data fitting library☆26Updated 7 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆56Updated 2 weeks ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 4 months ago
- Self-tuning HMC algorithms and evaluations☆19Updated 7 months ago
- A simple library to run variational inference on Stan models.☆32Updated 2 years ago