Osma Suominen

Based on a quick scanning of the paper, this seems like a relevant and sensible survey of approaches for hierarchical classification: Silla, C. N., & Freitas, A. A. (2011). A...

The [sklearn-hierarchical-classification](https://github.com/globality-corp/sklearn-hierarchical-classification) project seems to be exactly what would be needed here. It's a Python module, open source (Apache license), implemented with sklearn, based on the above mentioned paper by...

Thanks @mo-fu , great work! I like how you also enhanced `atomic_save` and added `apply_param_parse_config` which you then used also in existing backends. > The tests for the backend resort...

I'm sorry, I just caused a conflict in this PR by merging #544, which optimizes the startup time of Annif and contains a complete rewrite of `annif/backend/__init__.py`. You will need...

I see that you fixed the conflicts and also addressed some other suggestions @mo-fu - great! Could you give an example too: > Also, can you give an example for...

> But again, now I noticed that instead of selecting dependencies to install by commenting/uncommenting lines [build-args](https://docs.docker.com/engine/reference/builder/#arg) could be used. I try how that would work. This was already implemented...

Thanks for the update @mo-fu ! It makes a lot of sense to do parallel evaluation (and other operations as well) directly with backends that support many documents at a...

This is great, thanks a lot @mo-fu ! We will need to test this on other data sets as well. The F1 score isn't bad at all considering that these...

Excellent, thanks!

> Pecos supports local files but this parameter is currently not exposed. If you want I can add it. That would be a great addition! I think we are likely...