Fixing Errors in Analyzing Hacker News Notebook [Topic Modeling]

[0ssamaak0]

1.Fixing error in bertopic

I replaced

from bertopic._ctfidf import ClassTFIDF

with

from bertopic.vectorizers import ClassTfidfTransformer

since it gives the error:

ModuleNotFoundError: No module named 'bertopic._ctfidf'

2.Fixing error in embed model

I replaced

query_embed = co.embed(texts=[query],
                  model="small-20220425", 
                  truncate="RIGHT").embeddings

with

query_embed = co.embed(texts=[query],
                  model="small", 
                  truncate="RIGHT").embeddings

since it gives the error:

CohereAPIError: model 'small-20220425' not found, make sure the correct model ID was used and that you have access to the model.

3. Fixing error in CountVectorizer

I replaced

words = count_vectorizer.get_feature_names()

with

words = count_vectorizer.get_feature_names_out()

since it gives the error:

AttributeError: 'CountVectorizer' object has no attribute 'get_feature_names'

The notebook now should work without any problems, I hope this help

[CLAassistant]

All committers have signed the CLA.

[0ssamaak0]

@mrmer1 can you check this? thanks

[mrmer1]

Hey @0ssamaak0. We happen to have another PR to make these and other changes as well, which we've just merged. Thanks for making these suggestions!

[0ssamaak0]

Thanks 😁😁 you're amazing guys 🚀🚀