pymc-devs / pymc-extrasLinks
Powerful add-ons for PyMC
☆115Updated 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☆147Updated last week
- ☆122Updated this week
- Python wrapper for nuts-rs☆174Updated last week
- Examples of PyMC models, including a library of Jupyter notebooks.☆345Updated last month
- Bayesian Conjugate Models in Python☆32Updated this week
- ArviZ modular plotting☆18Updated last week
- Simulation based calibration and generation of synthetic data.☆55Updated last week
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆173Updated last year
- Hidden Markov models in PyMC3☆99Updated last year
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated 2 weeks ago
- Gaussian Process Model Building Interface☆51Updated 6 months ago
- Bayesian inference and posterior analysis for Python☆45Updated last year
- bayes-toolbox☆93Updated 2 months ago
- CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan progra…☆177Updated this week
- State of the art inference for your bayesian models.☆222Updated 4 months ago
- A Beginner's Guide to Variational Inference☆18Updated 4 months ago
- Formulas for mixed-effects models in Python☆63Updated 7 months ago
- A system for Bayesian estimation of state space models using PyMC☆35Updated 2 months ago
- A multiverse of Prophet models for timeseries☆65Updated this week
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- ☆21Updated 11 months ago
- Tools for an Aesara-based PPL.☆66Updated 10 months ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- Randomization-based inference in Python☆82Updated this week
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated last week
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆356Updated last year
- Educational resources☆104Updated 3 years ago
- Self-tuning HMC algorithms and evaluations☆19Updated 11 months ago
- Tutorials and sampling algorithm comparisons☆75Updated last week
- Structural Time Series in JAX☆199Updated last year