williambdean / conjugateLinks
Bayesian Conjugate Models in Python
☆37Updated this week
Alternatives and similar repositories for conjugate
Users that are interested in conjugate are comparing it to the libraries listed below
Sorting:
- A Beginner's Guide to State Space Modeling☆25Updated last month
- A Beginner's Guide to Variational Inference☆18Updated 9 months ago
- Statistical computation and diagnostics for ArviZ.☆15Updated last week
- Powerful add-ons for PyMC☆131Updated last week
- Exploring and eliciting probability distributions☆161Updated 3 weeks ago
- ArviZ modular plotting☆19Updated this week
- Step size adaptation for the No-U-Turn Sampler☆26Updated last month
- ☆18Updated 3 years ago
- Particle Gibbs sampler for Bayesian additive regression trees (BART) in Rust.☆14Updated 4 months ago
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated 2 weeks ago
- ☆91Updated last week
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆89Updated this week
- Simulation based calibration and generation of synthetic data.☆56Updated 2 months ago
- A system for Bayesian estimation of state space models using PyMC☆36Updated 6 months ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated last month
- MLflow logging for PyMC☆14Updated 4 months ago
- ☆134Updated this week
- Python wrapper for nuts-rs☆184Updated last week
- Formulas for mixed-effects models in Python☆65Updated last month
- Database with posteriors of interest for Bayesian inference☆212Updated 4 months ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated 2 weeks ago
- A python package for learning prior distributions based on expert knowledge☆15Updated 2 months ago
- Educational resources☆105Updated 4 years ago
- Random Forests for Conditional Density Estimation☆43Updated 4 years ago
- Python package for multi-signal Bayesian renewal modeling with JAX and NumPyro.☆23Updated this week
- code and demo for hierarchical stacking paper☆10Updated 4 years ago
- Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference☆68Updated this week
- Self-tuning HMC algorithms and evaluations☆19Updated last year
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆56Updated 8 months ago
- CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan progra…☆189Updated last month