pymc-devs / mcbackendLinks
A backend for storing MCMC draws.
☆20Updated 3 weeks ago
Alternatives and similar repositories for mcbackend
Users that are interested in mcbackend are comparing it to the libraries listed below
Sorting:
- Python wrapper for nuts-rs☆177Updated this week
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆40Updated last year
- Exploring and eliciting probability distributions☆152Updated last week
- Particle Gibbs sampler for Bayesian additive regression trees (BART) in Rust.☆10Updated last month
- Bayesian inference and posterior analysis for Python☆45Updated last year
- Solve ODEs fast, with support for PyMC☆115Updated last year
- Formulas for mixed-effects models in Python☆63Updated 8 months ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆57Updated last year
- Powerful add-ons for PyMC☆116Updated last week
- Step size adaptation for the No-U-Turn Sampler☆23Updated last week
- Simulation based calibration and generation of synthetic data.☆55Updated 2 weeks ago
- PyMC Extras extracted from the "exoplanet" library☆19Updated last week
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆15Updated 3 years ago
- Bayesian Conjugate Models in Python☆32Updated last week
- Tools for an Aesara-based PPL.☆66Updated 11 months ago
- Randomization-based inference in Python☆83Updated last week
- ☆21Updated last year
- Stats, linear algebra and einops for xarray☆67Updated last week
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated last month
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- ☆122Updated this week
- A implementation of NUTS in rust☆85Updated 3 weeks ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- Gaussian Process Model Building Interface☆51Updated 6 months ago
- State of the art inference for your bayesian models.☆222Updated 5 months ago
- Hidden Markov models in PyMC3☆99Updated last year
- An HMC/NUTS implementation in Aesara☆31Updated 2 years ago
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆58Updated 2 years ago
- ArviZ modular plotting☆18Updated this week