till-m

Please consider this a draft pull request as of now, I marked as ready to review to trigger the CI but apparently I need approval for that first.

@bwheelz36 Could you run the workflow?

Hi @bwheelz36, I think I misunderstood -- you intended for me to rename the notebook, not the `.py` file, right? If yes, I would suggest a slightly different approach: Retain...

I've implemented the changes as suggested above, but feel free to let me know if you'd prefer a different approach. If you can, please proofread the documentation and let me...

> I think at the moment, we can have two different random_states set - it is probably cleaner if the constraint model gets the random state from the optimizer. Agreed....

That should be all, I hope. I think #351 should be merged first since there might be conflicts.

@simonmb do you know how GPyOpt handles integer parameters and whether it's different from the [paper](https://arxiv.org/abs/1805.03463) by Garrido-Merchán and Hernández-Lobato brought up in #191? As for constraints, it might be...

Looks like the problem persists when using powershell, see the recent comment in #257.

Sorry, things are a bit hectic on my end at the moment, I will investigate when I can.

Hey @bwheelz36, I tested the following: 1. Create a new repository 2. Create the two templates 3. Commit and push to master See [here](https://github.com/till-m/issues_test). This seems to work. I think...