bob-carpenter / adaptive-hmc
Self-tuning HMC algorithms and evaluations
☆18Updated 6 months ago
Alternatives and similar repositories for adaptive-hmc:
Users that are interested in adaptive-hmc are comparing it to the libraries listed below
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- A simple library to run variational inference on Stan models.☆30Updated 2 years ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- Bayesian Conjugate Models in Python☆25Updated last week
- Tutorials and sampling algorithm comparisons☆75Updated this week
- State of the art inference for your bayesian models.☆212Updated this week
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆86Updated 2 months ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆64Updated 2 months ago
- Markov Chain Monte Carlo Visualization Tools☆25Updated last week
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- ☆21Updated 7 months ago
- Simulation based calibration and generation of synthetic data.☆50Updated last month
- Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space☆14Updated last year
- some scripts for the couplings enthusiasts!☆32Updated 4 years ago
- Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)☆21Updated last year
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated this week
- Code of PriorVAE: encoding spatial priors with variational autoencoders☆12Updated last year
- ☆15Updated 3 weeks ago
- ☆17Updated 2 years ago
- ☆18Updated 2 years ago
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 2 months ago
- Powerful add-ons for PyMC☆99Updated this week
- Exploring and eliciting probability distributions☆133Updated this week
- A light interface to serial and multi-threaded Sequential Monte Carlo☆31Updated 3 years ago
- BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.☆101Updated last week
- Posterior with interesting shapes from actually used models☆13Updated 2 months ago
- Bayesian Regression Models in Pyro☆72Updated 9 months ago
- A system for Bayesian estimation of state space models using PyMC☆33Updated last year
- Gaussian Process Model Building Interface☆50Updated last month
- Book Chapter Drafts☆32Updated 7 months ago