evdoxiataka / ipme
An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".
☆24Updated 11 months ago
Alternatives and similar repositories for ipme
Users that are interested in ipme are comparing it to the libraries listed below
Sorting:
- Simulation based calibration and generation of synthetic data.☆50Updated last month
- Gaussian Process Model Building Interface☆50Updated 2 months ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated this week
- A comparison of PPL APIs☆27Updated 5 years ago
- Bayesian Regression Models in Pyro☆72Updated 9 months ago
- Kullback-Leibler projections for Bayesian model selection in Python☆34Updated 3 weeks 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
- Formulas for mixed-effects models in Python☆58Updated 3 months ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- Python implementation of plot from Kay, Kola, Hullman, Munson "When (ish) is My Bus?" (2016)☆18Updated 5 years ago
- HTTP interface to Stan, a package for Bayesian inference.☆40Updated 3 months ago
- ☆18Updated 2 years ago
- ☆41Updated 3 years ago
- Home for the computational inference reading group.☆17Updated 5 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- Bayesian Bandits☆68Updated last year
- Bayesian inference and posterior analysis for Python☆44Updated last year
- PyMC3-like Interface for Pyro☆37Updated 5 years ago
- Book Chapter Drafts☆32Updated 8 months ago
- A curated list of awesome Bayesian statistics blogs and resources☆22Updated last year
- Bayesian inference for a logistic regression model in various languages☆42Updated last year
- Numpyro examples in Python notebooks☆11Updated 4 years ago
- A surface language for programming Stan models using python syntax☆46Updated 6 years ago
- Tool for exploring probability distributions.☆23Updated 4 months ago
- A Bayesian model for time-series count data with weekend effects and a lagged reporting process☆10Updated 3 years ago
- Gaussian processes on graphs and lattices in Stan.☆17Updated last month
- Generalized additive models in Python with a Bayesian twist☆77Updated 11 months ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆34Updated 6 months ago
- A system for Bayesian estimation of state space models using PyMC☆33Updated last year
- Bayesian Conjugate Models in Python☆25Updated this week