Viewing profile — jhoetter

I thought this could be interesting - sharing how we iterated from a no-code product for non-technical users to a developer platform, and from proprietary to open-source. For anyon…

Hi guys, I've been thinking a lot about how advancements in NLP can be standardized; when building a sentiment analysis, you know for sure that other attributes than the actual sen…

Awesome that you guys finally went open-source :)

Very much needed. Spoke with many of the people listed on the repo, can confirm that they are not only open-source but generally very kind and trying to help. Using this for our cu…

Annotation platforms use Excel. I once received 25 files of separate Excel spreadsheets from a labeling service for 10k texts (short texts about product titles, e.g. "Sauvignon bla…

Nice, thanks. If you have any questions, please don't hesitate to contact us. Here's our Discord: https://discord.com/invite/qf4rGCEphW

Thanks Francis! Means a lot :)

My guess (some if this we already have, some we don't): - automation: integration of heuristics (multiple columns that you can program via formulas and such) - exploration: finding…

Thanks, means the world!

I think so too. Mostly that it is something open. I also believe that it will change the workflow a bit, and that DVC will play a major role in it for versioning your different dat…

Hey Mark, I totally agree. We're focusing on NLP, but we're generally interested in what programming will develop into. To exaggerate a bit, but I like that idea: With "regular pro…

Maybe also PowerPoint?

Hi Tom! Thanks, happy to hear that :) We've focused on JSON as the user-specified data model. So you can upload anything fitting into a JSON. We're using pandas to process the uplo…

Awesome, thanks for the suggestion. Already installed :)

Hey, thanks! :) What exactly do you mean with application? You can just pull the repository. As mentioned in the installation section, it is quite easy to start the app on your loc…

The most famous is arguably Snorkel, which started with an open-source library as a research project. We used that a lot ourselves, but the library by now is deprecated. We aim to …

Looks interesting, I'll check it out!

Hi Ruben, you can take a look at our architecture overview here: https://github.com/code-kern-ai/refinery#-architecture A bit below it, you find a table with the links to all repos…