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Major upgrade with potential breaking changes
- core function for interpolation/integration within grid completely rewritten
- more functions can now use jax as an accelerated numpy (when jax is available, it is not mandatory)
- first version with (some) GPU capabilities (still in testing phase) for SMC and NUTS.