Learning and Inference Group

Implementation of a language-level autograd compiler

Implementations of single and multi-ellipsoid nested sampling

An implementation of PSIS algorithms in Julia.

Marginally less opaque closures.

Vectorised log density targets for Markov chain Monte Carlo

Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

Couplings for Multinomial Hamiltonian Monte Carlo

MCMCDebugging.jl: debugging utilities for MCMC samplers