Dictionary Coloring

[bhargavvader]

This is an update for the word-colouring notebook - I've had some requests about how to statically color a dictionary, and have demonstrated the same in the notebook.

[tmylk]

Could you please clarify what is the reason for the incorrect coloring of 'mud'? Lack of context in get_term_topics or in the corpus?

[bhargavvader]

I reckon it's because of the small vocabulary the lda model isn't trained perfectly; will investigate and see the exact reason.

[tmylk]

could you please remove/correct the text about it? will merge after it's fixed

[bhargavvader]

Sorry, been busy last couple of days. Would you just like the text to be removed? I thought I could spend some time in fixing it by fine-tuning the model.

[tmylk]

Just need to be explicit in that the coloring is correct according to the model. But the model is wrong because of small corpus.

[bhargavvader]

Sorry about the delay - I've added a small explanation now.

[bhargavvader]

@tmylk unrelated tests failing.

[tmylk]

Travis tests re-ran after smart_open update

[tmylk]

Thx for the update!