posterior / treecat
A Bayesian latent tree model of high-dimensional heterogeneous data
☆23Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for treecat
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- Deep Probabilistic Programming Language☆19Updated 3 months ago
- Python package for inference with Gaussian processes☆11Updated 9 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 4 years ago
- Library of composable generative population models which serve as the modeling and inference backend of BayesDB.☆25Updated 4 months ago
- Rewriting the Stan compiler in OCaml☆22Updated 3 years ago
- ☆46Updated 11 years ago
- General Latent Feature Modeling for Heterogeneous data☆48Updated 7 months ago
- A compiler for Bayesian time series models.☆22Updated 5 months ago
- A surface language for programming Stan models using python syntax☆46Updated 5 years ago
- Bayesian Regression Models in Pyro☆70Updated 3 months ago
- A Stan-like probabilistic programming language.☆68Updated 4 years ago
- Probabilistic Programming eXecution protocol (PPX)☆73Updated 2 years ago
- The Stan transpiler (from Stan to C++ and beyond).☆142Updated this week
- Inference Combinators in JAX☆45Updated 3 weeks ago
- Repository of models in Pyro☆29Updated 3 months ago
- ☆12Updated last year
- The Mondrian kernel is a random feature approximation to the Laplace kernel allowing fast kernel width selection.☆12Updated 8 years ago
- Implementation of various algorithms in the Nested Sequential Monte Carlo family of methods.☆14Updated 9 years ago
- Credici: Credal Inference for Causal Inference☆16Updated last month
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 8 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 2 years ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- Blang's software development kit☆24Updated 4 months ago
- ☆42Updated 6 years ago
- Empirical Likelihood for Contextual Bandits☆12Updated 4 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 3 years ago
- Conditional trees☆12Updated 11 years ago
- Modular Probabilistic Programming on MXNet☆104Updated last year