posterior / treecat
A Bayesian latent tree model of high-dimensional heterogeneous data
☆23Updated 7 years ago
Alternatives and similar repositories for treecat:
Users that are interested in treecat are comparing it to the libraries listed below
- A compiler for Bayesian time series models.☆23Updated 8 months ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- Deep Probabilistic Programming Language☆19Updated 6 months ago
- ☆32Updated 4 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 5 years ago
- Repository of models in Pyro☆29Updated 6 months ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- General Latent Feature Modeling for Heterogeneous data☆48Updated 10 months ago
- Implementation of various algorithms in the Nested Sequential Monte Carlo family of methods.☆14Updated 9 years ago
- ☆15Updated 6 years ago
- ☆11Updated last year
- Python package for inference with Gaussian processes☆11Updated 9 years ago
- A low-level probabilistic programming framework embedded in Terra.☆29Updated 8 years ago
- ☆19Updated 8 years ago
- Optimally-weighted herding is Bayesian Quadrature☆16Updated 8 years ago
- Library of composable generative population models which serve as the modeling and inference backend of BayesDB.☆25Updated 7 months ago
- Probabilistic Programming eXecution protocol (PPX)☆73Updated 2 years ago
- Experimental code for porting PyMC to alternative backends☆26Updated 6 years ago
- Fast, principled L1-regularized loss minimization☆23Updated last year
- Credici: Credal Inference for Causal Inference☆16Updated 4 months ago
- ☆29Updated 7 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 3 years ago
- This repository houses the code for the community website http://www.probabilistic-numerics.org☆35Updated 4 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- repo for "Optimal Inference After Model Selection"☆11Updated 7 years ago
- Code and text for our NIPS 2015 paper on linear response variational Bayes☆19Updated 7 years ago
- Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python☆45Updated 9 years ago
- Bayesian Regression Models in Pyro☆70Updated 6 months ago
- Gopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. I…☆15Updated 10 years ago
- Generalized lasso implementations☆46Updated 4 months ago