Learning and Inference Group

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7 repositories

Mooncake.jl
Public
Implementation of language-level autograd compiler for Julia
Julia
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MIT License
•18•270•60•6•Updated Jul 9, 2025Jul 9, 2025
MCMCTempering.jl
Public
Implementations of parallel tempering algorithms to augment samplers with tempering capabilities
julia-language probabilistic-programming mcmc multimodality turing-language mcmc-sampling
Julia
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MIT License
•6•37•7•2•Updated Jun 5, 2025Jun 5, 2025
MCMCLogDensityProblems.jl
Public
Vectorised log density targets for Markov chain Monte Carlo
Julia
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MIT License
•2•5•1•0•Updated May 20, 2025May 20, 2025
NestedSamplers.jl
Public
Implementations of single and multi-ellipsoid nested sampling
bayesian-inference nested-sampling evidence-based nested-samplers
Julia
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MIT License
•10•47•8•6•Updated May 11, 2025May 11, 2025
MistyClosures.jl
Public
Marginally less opaque closures.
Julia
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MIT License
•1•9•2•0•Updated Apr 25, 2025Apr 25, 2025
CoupledHMC.jl
Public
Couplings for Multinomial Hamiltonian Monte Carlo
Jupyter Notebook
•4•16•3•0•Updated Mar 3, 2025Mar 3, 2025
MCMCDebugging.jl
Public
MCMCDebugging.jl: debugging utilities for MCMC samplers
Julia
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MIT License
•6•5•3•0•Updated Mar 3, 2025Mar 3, 2025