pymc-devs / pymc-extras
Powerful add-ons for PyMC
☆93Updated this week
Alternatives and similar repositories for pymc-extras:
Users that are interested in pymc-extras are comparing it to the libraries listed below
- ☆101Updated this week
- Exploring and eliciting probability distributions☆108Updated this week
- Python wrapper for nuts-rs☆132Updated this week
- Bayesian Conjugate Models in Python☆25Updated this week
- Examples of PyMC models, including a library of Jupyter notebooks.☆305Updated last week
- bayes-toolbox☆93Updated last month
- ☆21Updated 4 months ago
- Hidden Markov models in PyMC3☆98Updated 10 months ago
- State of the art inference for your bayesian models.☆196Updated last month
- Tools for an Aesara-based PPL.☆64Updated 3 months ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆31Updated 2 years ago
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆138Updated 7 months ago
- A system for Bayesian estimation of state space models using PyMC☆34Updated last year
- Educational resources☆104Updated 3 years ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- Bayesian Regression Models in Pyro☆70Updated 6 months ago
- Gaussian Process Model Building Interface☆49Updated 2 months ago
- Database with posteriors of interest for Bayesian inference☆187Updated 5 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 3 years ago
- Solve ODEs fast, with support for PyMC☆112Updated 8 months ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- Self-tuning HMC algorithms and evaluations☆18Updated 3 months ago
- CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan progra…☆161Updated last month
- Tutorials and sampling algorithm comparisons☆70Updated this week
- ☆11Updated last month
- A multiverse of Prophet models for timeseries☆42Updated this week
- Formulas for mixed-effects models in Python☆57Updated 4 months ago
- Bayesian time series forecasting and decision analysis☆116Updated last year
- Markov Chain Monte Carlo Visualization Tools☆23Updated 2 weeks ago
- Presentation materials for PyMC Statespace☆16Updated 5 months ago