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Add section about no-yet refactored features
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Closes #5149
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michaelosthege authored Nov 18, 2021
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Expand Up @@ -10,6 +10,19 @@ Instead update the vNext section until 4.0.0 is out.
## PyMC vNext (4.0.0-beta1 → 4.0.0-beta2 → 4.0.0)
⚠ The changes below are the delta between the upcoming releases `v3.11.5` →...→ `v4.0.0`.

### No-yet working features
We plan to get these working again, but at this point their inner workings have not been refactored.
- Timeseries distributions (`AR1`, `AR`, `GaussianRandomWalk`, `GARCH11`, `EulerMaruyama`, `MvGaussianRandomWalk`, `MvStudentTRandomWalk`), see #4642
- Mixture distributions
- Cholesky distributions
- Parts of the Gaussian process module (see #5035)
- Variational inference submodule (WIP PR #4582)
- Elliptical slice sampling (#5137)
- `BaseStochasticGradient` (#5138)
- `pm.sample_posterior_predictive_w` (see #4807)

Also check out the [milestones](https://github.com/pymc-devs/pymc/milestones) for a potentially more complete list.

### Unexpected breaking changes (action needed)
+ New API is not available in `v3.11.5`.
+ Old API does not work in `v4.0.0`.
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