Singular of corpora gives corpora, but it should give corpus. Plural of corpora gives corporas, but it should be corpora as it is already plural.

Plural of corpus currently gives corpuses, which is correct, but it can be corpora too. Adding an irregularRule to pluralize corpus into corpora will fix both the above issues, and will have no problem converting corpuses into

I need to use this in a TypeScript context and I don't know how to call its functions or import it.

As per a suggestion on Twitter, you should be able to hold shift and click on an emoji button to immediately copy it.

A little popup could show feedback as you hover and then click. e.g. "Copy" => "Copied!", in a tiny bubble.

Expected Behaviour
The code should be cleaned and there should be no codacy issues

Actual Behaviour
Code has minor issues which needed to be fixed

Context
Check https://app.codacy.com/app/vaibhavsingh97/random-word/issues/index for current codacy issues

Jeff - I get error AttributeError: 'Word2Vec' object has no attribute 'vocab' in TwoStageReduce.py

Environment: Ubuntu 16.04.3 LTS python 2.7 gensim (3.2.0)
Steps to reproduce error:

1. modify TrainModel.py line 38 to: model.train(sentences, total_examples=model.corpus_count, epochs=model.iter) as noted in #3
2. python TrainModel.py
3. python TwoStageReduce.py

loading model..