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Abstract types and methods for Gaussian Processes.

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This pull request changes the compat entry for the `CairoMakie` package from `0.7, 0.8, 0.9, 0.10, 0.11, 0.13` to `0.7, 0.8, 0.9, 0.10, 0.11, 0.13, 0.15` for package 3-parametric-heteroscedastic. This...

This pull request changes the compat entry for the `CairoMakie` package from `0.7, 0.8, 0.9, 0.10, 0.11, 0.13` to `0.7, 0.8, 0.9, 0.10, 0.11, 0.13, 0.14` for package 3-parametric-heteroscedastic. This...

This pull request changes the compat entry for the `Turing` package from `0.24, 0.25 - 0.29, 0.30, 0.38` to `0.24, 0.25 - 0.29, 0.30, 0.38, 0.39` for package ppl. This...

This pull request changes the compat entry for the `AdvancedHMC` package from `0.4, 0.5, 0.6, 0.7` to `0.4, 0.5, 0.6, 0.7, 0.8` for package 0-intro-1d. This keeps the compat entries...

**Summary** This PR is a (at this stage) draft PR to allow sampling of GP, including sampling via Cholesky, via Random Fourier Features, and pathwise/ decoupled sampling. **Proposed changes** The...

This pull request changes the compat entry for the `Flux` package from `0.12, 0.13, 0.14` to `0.12, 0.13, 0.14, 0.16` for package 2-deep-kernel-learning. This keeps the compat entries for earlier...