Open-source time-Temperature inversion of thermochronometric data

Implementations for some distributions using a consistent API and AD-friendly code.

Preheat your MCMC

A Julia package for differentiable rock physics modeling and inference

A domain specific language (DSL) for probabilistic graphical models

High-performance reactive message-passing based Bayesian inference engine

Bayesian inference with probabilistic programming.

Sampling from intractable distributions, with support for distributed and parallel methods

5SSD0 Bayesian Machine Learning & Information Processing

BOSS.jl (Bayesian Optimization with Semiparametric Surrogate)

Bayesian inference on spatial and spatiotemporal data, faster than you can say "Cholesky!"

Transformations to contrained variables from ℝⁿ.

A Bayesian Analysis Toolkit in Julia

Matrix Product Belief Propagation

State estimation, smoothing and parameter estimation using Kalman and particle filters.

Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

A Julia package to estimate Intrinsic (Neural) Timescales (INTs) from time-series data

Implementation of normalising flows and constrained random variable transformations

RESTful HTTP endpoints to RxInfer