deepppl / stanc3Links
Rewriting the Stan compiler in OCaml
☆23Updated 4 years ago
Alternatives and similar repositories for stanc3
Users that are interested in stanc3 are comparing it to the libraries listed below
Sorting:
- Python interface for the Stan to (Num)Pyro compiler.☆14Updated 4 years ago
- Bayesian Regression Models in Pyro☆73Updated last year
- Database with posteriors of interest for Bayesian inference☆211Updated 3 months ago
- probabilistic programming focused on fun☆46Updated last month
- ☆18Updated 2 years ago
- A Stan-like probabilistic programming language.☆68Updated 5 years ago
- A surface language for programming Stan models using python syntax☆45Updated 6 years ago
- BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.☆106Updated 2 weeks ago
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated this week
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆88Updated 4 months ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆25Updated 3 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Draft introduction to probability and inference aimed at the Stan manual.☆83Updated 9 years ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆33Updated 2 years ago
- Some teaching material and other educational resources☆41Updated 3 months ago
- A simple library to run variational inference on Stan models.☆33Updated 2 years ago
- Home for the computational inference reading group.☆17Updated 5 years ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆78Updated last year
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated last year
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 4 years ago
- Repo for code from the SBC paper☆24Updated 6 years ago
- Simulation based calibration and generation of synthetic data.☆56Updated 2 weeks ago
- Automated Bayesian model discovery for time series data☆84Updated last week
- RWebPPL, an R interface to Webppl http://webppl.org☆22Updated 2 years ago
- Bayesian state-space modelling on high-performance hardware, including multicore, GPUs and distributed clusters.☆102Updated 2 years ago
- Monitor MCMC runs in the browser☆37Updated last year
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Efficient, lightweight variational inference and approximation bounds☆45Updated last month
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 4 years ago