kforeman / PyMB
Python Model Builder - fit statistical models using algorithmic differentiation
☆12Updated 6 years ago
Alternatives and similar repositories for PyMB:
Users that are interested in PyMB are comparing it to the libraries listed below
- Bayesian Inference of Complex Panel Data☆29Updated last week
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated 9 months ago
- Towards a more flexible BART☆22Updated this week
- R package for bridge sampling☆32Updated 10 months ago
- Implementation of B-Splines in Stan☆51Updated 7 years ago
- ☆18Updated 2 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆65Updated 4 years ago
- Case studies in applied and computational statistics.☆36Updated 5 months ago
- Tools for automatically generating local sensitivity measures in Stan.☆35Updated 4 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated this week
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆47Updated 6 years ago
- Stan website built using Quarto, theming in repo quarto-config☆21Updated last week
- An R package "rfinterval": Predictive Inference on Random Forests☆13Updated 5 years ago
- Gamma lasso regression☆23Updated last year
- Simulation-based Inference for Epidemiological Dynamics☆25Updated 11 months ago
- causact: R package to accelerate computational Bayesian inference workflows in R through interactive visualization of models and their o…☆45Updated 2 months ago
- Bayesian Estimation Supersedes t-Test☆31Updated 3 years ago
- homework problems from the 2nd edition of Statistical Rethinking by Richard McElreath worked in R-INLA☆24Updated 3 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Conditional autoregressive models in Stan☆33Updated last year
- ☆27Updated 6 months ago
- Bayesian DFA with Stan☆28Updated 2 weeks ago
- Material for my proposed StanCon talk☆20Updated 4 years ago
- Disciplined Convex Programming in R using Convex.jl.☆14Updated 6 years ago
- Vim syntax highlighting for Stan (mc-stan.org) modeling lauguage☆16Updated 4 years ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆24Updated 3 years ago
- ☆30Updated 2 months ago
- Rlgt is an R package for Bayesian Exponential Smoothing☆20Updated 4 months 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 5 years ago
- scoring rules to evaluate probabilistic forecasts☆59Updated 6 months ago