mgorinova / SlicStanLinks
A Stan-like probabilistic programming language.
☆68Updated 5 years ago
Alternatives and similar repositories for SlicStan
Users that are interested in SlicStan are comparing it to the libraries listed below
Sorting:
- The Stan transpiler (from Stan to C++ and beyond).☆150Updated this week
- Rewriting the Stan compiler in OCaml☆23Updated 4 years ago
- Bayesian Regression Models in Pyro☆74Updated last year
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Database with posteriors of interest for Bayesian inference☆212Updated last week
- probabilistic programming focused on fun☆49Updated last week
- Python interface for the Stan to (Num)Pyro compiler.☆14Updated 4 years ago
- Home for the computational inference reading group.☆17Updated 5 years ago
- A surface language for programming Stan models using python syntax☆46Updated 7 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 9 years ago
- Some teaching material and other educational resources☆41Updated 5 months ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆29Updated 7 years ago
- A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning withi…☆121Updated last year
- BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.☆109Updated 2 weeks ago
- Bayesian inference for a logistic regression model in various languages☆43Updated 2 years ago
- Automated Bayesian model discovery for time series data☆85Updated this week
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.☆65Updated last year
- ☆18Updated 3 years ago
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated 3 weeks ago
- Tools for an Aesara-based PPL.☆67Updated last year
- Source files for the book "Bayesian Workflow Using Stan"☆97Updated 4 years ago
- Define Stan models in jupyter notebook cells using magics☆22Updated 6 years ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆25Updated 4 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆67Updated 5 years ago
- A comparison of PPL APIs☆27Updated 6 years ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 4 years ago
- Inference Combinators in JAX☆52Updated 8 months ago
- A Julia package to support conjugate prior distributions.☆49Updated 2 years ago
- A probabilistic programming framework☆45Updated this week