pymc-devs / pymc-extrasLinks
Powerful add-ons for PyMC
☆126Updated last week
Alternatives and similar repositories for pymc-extras
Users that are interested in pymc-extras are comparing it to the libraries listed below
Sorting:
- Exploring and eliciting probability distributions☆160Updated this week
- ☆131Updated this week
- Python wrapper for nuts-rs☆180Updated last week
- Examples of PyMC models, including a library of Jupyter notebooks.☆357Updated this week
- Bayesian Conjugate Models in Python☆32Updated last week
- ArviZ modular plotting☆20Updated this week
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆182Updated last year
- CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan progra…☆187Updated last week
- Simulation based calibration and generation of synthetic data.☆57Updated 3 weeks ago
- Hidden Markov models in PyMC3☆99Updated last year
- bayes-toolbox☆93Updated 5 months ago
- Particle Gibbs sampler for Bayesian additive regression trees (BART) in Rust.☆14Updated 3 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- A system for Bayesian estimation of state space models using PyMC☆36Updated 4 months ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated last week
- State of the art inference for your bayesian models.☆231Updated 7 months ago
- Bayesian inference and posterior analysis for Python☆46Updated last year
- Tools for an Aesara-based PPL.☆67Updated last year
- Gaussian Process Model Building Interface☆51Updated 8 months ago
- ☆21Updated last year
- A multiverse of Prophet models for timeseries☆69Updated last week
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆33Updated 2 years ago
- Formulas for mixed-effects models in Python☆64Updated 10 months ago
- Self-tuning HMC algorithms and evaluations☆19Updated last year
- High performance Python GLMs with all the features!☆361Updated this week
- Statistical computation and diagnostics for ArviZ.☆14Updated last week
- A Beginner's Guide to Variational Inference☆18Updated 7 months ago
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆358Updated last year
- Step size adaptation for the No-U-Turn Sampler☆26Updated last week
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated last week