pymc-devs / pymc-extrasLinks
Powerful add-ons for PyMC
☆127Updated this 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 3 weeks ago
- ☆134Updated this week
- Python wrapper for nuts-rs☆182Updated last week
- Examples of PyMC models, including a library of Jupyter notebooks.☆358Updated last week
- ArviZ modular plotting☆19Updated this week
- Bayesian Conjugate Models in Python☆33Updated last week
- Hidden Markov models in PyMC3☆97Updated last year
- bayes-toolbox☆93Updated 5 months ago
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆185Updated last year
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated last week
- Simulation based calibration and generation of synthetic data.☆56Updated last month
- CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan progra…☆188Updated last week
- A system for Bayesian estimation of state space models using PyMC☆36Updated 5 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Particle Gibbs sampler for Bayesian additive regression trees (BART) in Rust.☆14Updated 3 months ago
- Gaussian Process Model Building Interface☆52Updated 9 months ago
- Tools for an Aesara-based PPL.☆67Updated last year
- High performance Python GLMs with all the features!☆363Updated last week
- Formulas for mixed-effects models in Python☆64Updated last week
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆359Updated last year
- Bayesian inference and posterior analysis for Python☆46Updated 2 years ago
- ☆22Updated last year
- A multiverse of Prophet models for timeseries☆70Updated last week
- State of the art inference for your bayesian models.☆231Updated 7 months ago
- Self-tuning HMC algorithms and evaluations☆19Updated last year
- Educational resources☆105Updated 4 years ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆33Updated 2 years ago
- Randomization-based inference in Python☆84Updated last week
- Mastering Gaussian Processes with PyMC☆15Updated 4 months ago
- Statistical computation and diagnostics for ArviZ.☆14Updated last week