Max Balandat

Update readme with https instead of ssh github install commands

3

This caused some confusion for users in #984. This PR also renames `pip3` -> `pip`, since we've long been living in a post-py2 world for long enough.

Add source distribution to pip

3

Would it be possible add a source distribution to the pip package?

**DO NOT MERGE (YET)** `torch.solve_triangular` is deprecated. I made these changes before realizing this was only introduced in pytorch 1.11 so it's a bit early to merge this, but I...

[Bug] _permute_batch has wrong behavior in some instances with LazyEvaluatedKernelTensor

6

# 🐛 Bug In some situations `_permute_batch` when operating on a `LazyEvaluatedKernelTensor` that is batched will not properly permute dimensions but do some kind of `expand`. ## To reproduce I...

Which dependencies are required to use the python library? The setup.py file lists a ton of requirements for `install_requires` in https://github.com/wujian16/Cornell-MOE/blob/master/setup.py#L47-L63, but most of these appear to have to do...

Bump newest python version in GHA workflows to 3.10

3

We should make sure that we're py3.10 compatible.

Outcome transforms not properly handled when using `BatchedMultiOutputGPyTorchModel ` in `ModelListGP`

1

As reported in #640, automatic application of outcome transforms fails when using a `SingleTaskGP` in a `ModelListGP` container. The reason is that `SingleTaskGP` subclasses `BatchedMultiOutputGPyTorchModelBatchedMultiOutputGPyTorchModel`, and the `posterior` method of...

[Feature Request][Docs] Improve docs for Transforms

1

Multiple questions have popped up for this (e.g. https://github.com/pytorch/botorch/issues/1244#issuecomment-1146842945), we should really put together some docs / an example tutorial for the `InputTransform` and `OutputTransform` functionality.

Validate constraints in optimize_acqf

9

In some cases we may allow not using box constraints (e.g. when optimizing Alebo). Also, in general it would be good to the optimziation raise an error if the constraint...

This is an issue that came up in #754: Currently, tutorial so the links in the `.md` doc files are such that the website points to the rendered tutorials (e.g....