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TODOs (in order of priority):
- Make it functional again, e.g. bump compat entries and make sure things are still working. Done in Revival of MCMCTempering.jl #158 .
- Move
test/compat.jl
into extensions and drop support for Julia <1.9. Done in Added extensions for AdvancedHMC.jl and AdvancedMH.jl #161. - Path tempering (currently only have naive tempering without "known" reference).
- See what we can make use of from Add some interface functions to support the new Gibbs sampler in Turing TuringLang/AbstractMCMC.jl#144.
- Take advantage of new
step_warmup
in AbstractMCMC.jl. - Adaptation for temperatures
- Parallelism.
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