YunyiShen / weird-posteriors
Posterior with interesting shapes from actually used models
☆12Updated last month
Alternatives and similar repositories for weird-posteriors:
Users that are interested in weird-posteriors are comparing it to the libraries listed below
- Practical tools for quantifying how well a sample approximates a target distribution☆27Updated 4 years 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…☆20Updated 5 years ago
- Efficient, lightweight variational inference and approximation bounds☆43Updated last year
- some scripts for the couplings enthusiasts!☆32Updated 4 years ago
- A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.☆33Updated 4 years ago
- A simple library to run variational inference on Stan models.☆30Updated last year
- LaTeX header file with useful definitions☆22Updated last month
- A light interface to serial and multi-threaded Sequential Monte Carlo☆31Updated 3 years ago
- LogDensityProblems implementation for Stan models☆16Updated 2 months ago
- ☆22Updated 2 years ago
- A Julia package to support conjugate prior distributions.☆47Updated 2 years ago
- Sampling from intractable distributions, with support for distributed and parallel methods☆97Updated this week
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- Julia package for neural estimation☆17Updated last week
- Self-tuning HMC algorithms and evaluations☆18Updated 5 months ago
- Exploratory analysis of Bayesian models with Julia☆109Updated this week
- Implementation of some simple adaptive MCMC algorithms☆30Updated 2 months ago
- Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo i…☆101Updated 2 years ago
- BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.☆97Updated 3 weeks ago
- Inference for diffusion processes with the use of `Guided Proposals`☆16Updated 4 years ago
- Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)☆33Updated 4 years ago
- DifferentialEquations.jl with PyTorch☆11Updated 2 years ago
- Bayesian Generalized Linear models using `@formula` syntax.☆72Updated this week
- Density ratio estimation in Julia☆34Updated 3 months ago
- ☆35Updated this week
- Utilities for loading posteriordb with Julia☆13Updated 3 months ago
- Stochastic Gradient Markov Chain Monte Carlo and Optimisation☆17Updated 8 years ago
- WIP successor to Soss.jl☆74Updated 2 years ago
- An implementation of PSIS algorithms in Julia.☆21Updated 3 weeks ago
- A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algo…☆12Updated 3 months ago