adamhaber / stan2tfpLinks
stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and functions to compile a Stan program and fit the model to data using TFP.
☆25Updated 3 years ago
Alternatives and similar repositories for stan2tfp
Users that are interested in stan2tfp are comparing it to the libraries listed below
Sorting:
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 3 years ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆26Updated last month
- Pythonic interface to R's brms☆45Updated 3 years ago
- Case studies in applied and computational statistics.☆39Updated 5 months ago
- Implementation of B-Splines in Stan☆51Updated 7 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆66Updated 4 years ago
- ☆56Updated 3 years ago
- Bayesian DFA with Stan☆29Updated 4 months ago
- A primer on Hidden Markov Models using Stan. A Case Study submitted as a candidate for a contributed talk in StanCon 2018. Under review.☆31Updated 7 years ago
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- This code uses the algebra solver in Stan (https://mc-stan.org/) to find the parameters of a distribution that produce a desired tail beh…☆29Updated 6 years ago
- R package for bridge sampling☆32Updated last month
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 3 years ago
- Some teaching material and other educational resources☆41Updated last month
- Differential evolution in R☆30Updated 2 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆47Updated 7 years ago
- A complete environment for Bayesian inference within R☆95Updated last year
- Repo for code from the SBC paper☆24Updated 6 years ago
- Towards a more flexible BART☆22Updated this week
- ☆62Updated 3 weeks ago
- An R package "rfinterval": Predictive Inference on Random Forests☆13Updated 6 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆88Updated 3 months ago
- Bayesian Regression Models in Pyro☆72Updated last year
- ☆30Updated last year
- Rotation Invariant Householder Parameterization for Bayesian PCA☆17Updated 3 years ago
- Material for my proposed StanCon talk☆20Updated 4 years ago
- A web app to visualize distributions in Stan. Uses Stan Math C++ compiled to Webassembly to evaluate the functions using actual Stan impl…☆44Updated 2 years ago
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆45Updated last year