turing.jl
https://github.com/turinglang/turing.jl
Julia
Bayesian inference with probabilistic programming.
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- Issues
- Gibbs sampler does not carry through log-prob from an external sampler
- VonMises failed to find valid initial parameters in 1000 tries.
- Modernise README
- Gibbs test | Fix dynamic model test in Gibbs sampler suite
- Rework sample() call stack, part 1: HMC
- Support DPPL 0.37
- Dispatch error on loglikelihood when sampling from arraydist of multivariate distributions
- Gibbs doesn't work with NUTS
- Modifying an array input as part of struct and passing it to a softmax throws a conversion MethodError when done with ForwardDiff
- Interface for MAP/MLE/VI
- Docs
- Julia not yet supported