general metrics and plotting

[amjass12]

Hi,

thank you for this package! I have just run twec on my data and all has worked well however:

It is unclear on how to access metrics relating to this data. For example, I can access the standard word2vec characteristics that show me most similar embeddings in the individual models (slice_one, slice_two), however I want to start to understand how specific words change in the context of time.

Are there handy functions for exploring most changing words and also for plotting them as in the published paper?

Is there also a way of plotting the data in the same way as figure 1 in:

https://ipg.idsia.ch/preprints/supsi2020a.pdf

This is how i would like to demonstrate how some words change over time, but unsure as to how to plot this data from TWEC model.

thanks!