Exp With Code Examples

Exp With Code Examples

Good day, of us. In this publish, we’ll study how one can discover a resolution to the programming problem titled Exp.

d1="one of the best Italian restaurant take pleasure in one of the best pasta"
d2="american restaurant take pleasure in one of the best hamburger"

pip set up textmining3

#termdocumentmatrix
import textmining
tdm=textmining.TermDocumentMatrix()
tdm.add_doc(d1)
tdm.add_doc(d2)
tdm=tdm.to_df(cutoff=0)
tdm

#inverted index
docs=[d1,d2]
inverted_index={}
for i,doc in enumerate(docs):
  for time period in doc.cut up():
    if time period in inverted_index:
      inverted_index[term].add(i)
    else:
      inverted_index[term]={i}

inverted_index

#tfidf
from sklearn.feature_extraction.textual content import TfidfVectorizer
tfidf=TfidfVectorizer()
outcome=tfidf.fit_transform(docs)
print(tfidf.vocabulary_)
print(outcome)

#cosine similarity
from sklearn.metrics.pairwise import cosine_similarity
print(cosine_similarity(tdm))

We have introduced a wealth of illustrative examples to indicate how the Exp downside may be solved, and we have now additionally defined how to take action.

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