peterschmidt

Great demo, congrats. I couldn’t find a link. Is one available? I’d like to try the plugin and learn more about it.

Hey, what you do is very cool! At dstack.ai, we are building an MLOps platform that in some way similar to your approach except we still love and leverage the concept of infrastructure as code! I’d love to chat to discuss the technology under the hood and other things if you are open. You can reach me at andrey at dstack.ai.

Ideally, experience of building or selling tools to developers. Understanding of MLOps scene would be a bonus. Desire to build great tools!

One things is certainly that we would like our tool to be agnostic to data science tools and work with all of them. So you can use pretty much any visualization or ML library.

Another thing is that we’d like to eliminate the need to do any programming or HTML/CSS as much as possible.

Th jobs that are available as a part of the hosted solution is not yet part of the open-source library but this is certainly something for us to consider moving under open-source too.

We are currently at quite an early stage and a lot of work is still ahead. We’ll appreciate any feedback and suggestions on where to steer the roadmap.

Gonna work on preparing more use-case specific tutorials within coming weeks.

Yes, this Terms of Use covers only the use of dstack.ai (hosted version) and doesn’t cover the open-source tool.

The open-source tool is fully covered by Apache 2.0.

The open-source library is licenced under Apache 2.0 and has not any restrictions mentioned under the terms listed on dstack.ai. However, the terms on dstack.ai which you quote also sound odd to me. Truth to be told, the current terms were generated by one of the common templates provided for startups. After we put them than, we didn't have a chance to review again. Now that you brought it up, it's certainly time to revisit them. We certainly don't want to claim rights over any of user content. The exception is probably using the published content by the website itself to show it to the users according to the user's sharing settings. Gonna review the terms and come back with an update.

Hi, thanks for the question. This feature is still in the design stage. The idea is pretty simple. Currently, you can push a pre-calculated visualization and associate it with particular user input. However, in many cases it's not possible to recalculate all possible combinations of user input in advance. That's why we'd like to let user push not a visualization but a function that produces a visualization. This function will be triggered when the user changes input. Such a function can do a visualization on the fly and if needed take the data from an external source.