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Update HISTORY file
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sunxd3 committed Dec 14, 2023
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# Release 0.30.0

- Replaced global variable-based AD backend mechanism with [`ADTypes.jl`](https://github.com/SciML/ADTypes.jl). Users should now specify the desired `ADType` directly in sampler constructors, e.g., `HMC(0.1, 10; adtype=AutoForwardDiff(; chunksize))`.
- Deprecated and removed interface functions such as `ADBackend`, `setadbackend`, `setsafe`, `setchunksize`, and `setrdcache`.
- Removed the deprecated `verifygrad` function.
- Updated to a newer version of `LogDensityProblemsAD` (v1.7).

# Release 0.12.0

- The interface for defining new distributions with a constrained support and making them compatible with `Turing` has changed. To make a custom distribution type `CustomDistribution` compatible with `Turing`, the user needs to define the method `bijector(d::CustomDistribution)` that returns an instance of type `Bijector` implementing the `Bijectors.Bijector` API.
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