cescalara / BayesianWorkflowLinks
A course on implementing a Bayesian workflow using Stan.
☆10Updated 3 years ago
Alternatives and similar repositories for BayesianWorkflow
Users that are interested in BayesianWorkflow are comparing it to the libraries listed below
Sorting:
- Implementation of Arxiv:2212.08549 in Julia☆16Updated 11 months ago
- Programming of Simulation, Analysis, and Learning Systems Course Materials☆39Updated 2 months ago
- Fast approximate high-dimensional hierarchical Bayesian inference☆33Updated last year
- Code of PriorVAE: encoding spatial priors with variational autoencoders☆12Updated 2 years ago
- Bayesian inference and posterior analysis for Python☆46Updated 2 years ago
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Gaussian processes on graphs and lattices in Stan.☆19Updated 9 months ago
- Dynamical systems modeling in Julia with 🐜 & 🐟☆35Updated 3 years ago
- A comparison of PPL APIs☆27Updated 6 years ago
- Implementations of single and multi-ellipsoid nested sampling☆48Updated last month
- A Bayesian model for time-series count data with weekend effects and a lagged reporting process☆10Updated 3 years ago
- Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari☆19Updated 3 years ago
- ☆15Updated 4 years ago
- ☆29Updated 4 years ago
- Graduate-level course: "Practical Inference for Researchers in the Physical Sciences"☆14Updated 4 years ago
- Comparing performance and results of mcmc options using Julia☆38Updated 4 years ago
- Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space☆14Updated 2 years ago
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆23Updated 2 years ago
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Updated 2 years ago
- Painless optimisation of constrained variables in AutoGrad, TensorFlow, PyTorch, and JAX☆23Updated 2 years ago
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆21Updated last year
- A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…☆17Updated 2 years ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆33Updated 3 years ago
- StatististicalRethinking notebook project using Stan and Pluto notebooks.☆18Updated last year
- Exploratory analysis of Bayesian models with Julia☆110Updated this week
- DEPRECATED IN FAVOR OF TuringLang/Turing-Workshop☆35Updated 4 years ago
- ☆24Updated 3 years ago
- The automatically differentiable and GPU-compatible toolkit for CMB analysis.☆52Updated 5 months ago
- Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler☆32Updated 2 months ago
- This tutorial is a basic guide to understanding the Zig-Zag Sampling method. This document is released with the aim of diffusion and shar…☆22Updated 6 years ago