Update for current versions of spaCy, gensim, etc.?

Great book! I read it cover to cover AND tried to run nearly all of the code, which I almost never do.

Could the code in this repo for spaCy and gensim be updated to the current versions? As one example, Ch5/01_KPE.ipynb does not run with the current version of spaCy. I am just learning but I assume changes might include, for Ch5/01_KPE.ipynb,

Book version:

!pip install textacy==0.9.1
!pip install spacy==2.2.4

import spacy
import textacy.ke
from textacy import *

print(f'Using textacy {textacy.__version__} and spaCy {spacy.__version__}')

# Worked with 2.2.4:
textacy.ke.textrank(doc, topn=10)

# Worked with 2.2.4:
print("Textrank output: ", [kps for kps, weights in textacy.ke.textrank(doc, normalize="lemma", topn=5)])

What appears to run okay as of this writing, December 2021, using spaCy 3.2.0...

# Lines of Ch5/01_KPE.ipynb revised for spaCy 3.2.0:
!pip install textacy==0.11.0   # or 0.12.0 but I haven't tried that
!pip install spacy==3.2.0

import spacy
import textacy
from textacy import extract
from textacy.extract import keyterms as kt

print(f'Using textacy {textacy.__version__}')
print(f'Using spaCy {spacy.__version__}')

# Works with 3.2.0:
import spacy
import textacy
from textacy import extract
from textacy.extract import keyterms as kt

print(f'Using textacy {textacy.__version__} and spaCy {spacy.__version__}')

# Works with 3.2.0:
kt.textrank(doc, normalize="lemma", topn=10) # I'm not sure the role of normalize

# Works with 3.2.0:
print("Textrank output: ", [kps for kps, weights in extract.keyterms.textrank(doc, normalize="lemma", topn=5)])

Would be great if someone smarter than me could update the book's spaCy- and gensim-related code to run current versions for 2022...

practical-nlp / practical-nlp-code

Update for current versions of spaCy, gensim, etc.? #86