arviz-devs / Exploratory-Analysis-of-Bayesian-Models
Source repository for the online book Exploratory Analysis of Bayesian Models.
☆17Updated this week
Related projects ⓘ
Alternatives and complementary repositories for Exploratory-Analysis-of-Bayesian-Models
- Implementation of simulation based calibration for PyMC and Bambi☆32Updated 2 months ago
- Educational resources☆100Updated 3 years ago
- ☆73Updated 6 years ago
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆23Updated 6 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 5 months ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆29Updated last year
- Gaussian Process Model Building Interface☆48Updated 2 weeks ago
- Inference case studies in jupyter☆92Updated 6 years ago
- Bayesian Regression Models in Pyro☆70Updated 3 months ago
- Bayesian inference and posterior analysis for Python☆43Updated 11 months ago
- A system for Bayesian estimation of state space models using PyMC☆32Updated last year
- Hidden Markov models in PyMC3☆97Updated 8 months ago
- Home for the computational inference reading group.☆17Updated 4 years ago
- Numpyro examples in Python notebooks☆11Updated 4 years ago
- Presented at Scipy Conference 2019☆124Updated 4 years ago
- Tool for exploring probability distributions.☆24Updated 7 months ago
- Website: Data Umbrella & PyMC open source sessions☆27Updated 5 months ago
- Conventionally parameterized probability distributions☆35Updated 2 months ago
- Formulas for mixed-effects models in Python☆56Updated last month
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆52Updated 3 months ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆14Updated 2 years ago
- Bayesian Conjugate Models in Python☆25Updated this week
- A Primer on Python for Statistical Programming and Data Science☆26Updated 5 years ago
- ☆26Updated last month
- A web interface for exploring PyMC3 traces☆46Updated 6 years ago
- Run and time jupyter notebooks☆12Updated last year
- Pydata talk - Football Analytics Using Hierarchical Bayesian Models in PyMC☆26Updated 3 years ago
- ☆19Updated last year
- Kullback-Leibler projections for Bayesian model selection in Python☆30Updated 4 months ago