Comparing Intent Classification tutorials

I followed this tutorial to get a working intent classifier setup.

I have since come across this other tutorial and am wondering what the comparisons are between the too approaches - are there any advantages/disadvantages from one vs. the other?


First tutorial written on Medium can be considered as a part of tutorial from GitHub.
Full tutorial contains instructions how to use different models in DeepPavlov for classification task.

So, the Medium tutorial can be used as a simple baseline because it uses cosine similarity model to solve FAQ problem. Whether the full tutorial from GitHub contains more opportunities to improve baseline model.

Feel free to ask questions about tutorials.