Version 0.1.1

[koaning]

Upgrade the version of the project and the testing suite.

[koaning]

@gclen I've added your GitHub name to the v0.1.1 release. Just to check, do you also have a twitter account? I usually like to give shoutouts to folks who submit PRs.

Also, mainly out of curiosity, are you also using simsity for something?

[gclen]

Thanks! My twitter handle is @hotapplepi.

My original goal was to use to combine simsity and a weak supervision framework such as snorkel for text embeddings. That way you could see the nearest points to the weakly labelled points to hopefully fine tune your labelling functions. Unfortunately snorkel depends on scikit-learn < 1.0 and simsity requires > 1.0. I'm still going to attempt making a notebook using simsity with text embeddings and see where the pain points are. I'll make a new issue with what I find!

[koaning]

I think if you were to manually install snorkel after simsity everything would work.

That said ... I am working on a tool, meant to be used in combination with this library, that should help make embeddings better by putting a labelling human in the loop. The idea is similar to this idea on the docs but the goal will be to end up with better embeddings instead of a better label. The library is to be called (pun intended) embetter and there's a repo in the works. It's very much alpha software though, it'll likely take a week or two to have a proper demo ready.

[koaning]

Also, just to check, have you seen the bulk labelling demo?

[gclen]

Cool! I'll take a look. I think the bulk labelling does something similar ish to what I want, might be able to modify it.