AmirhosseinHonardoust/TFIDF-vs-Word2Vec

A detailed educational guide explaining two essential NLP techniques, TF-IDF and Word2Vec. Learn how text is transformed into numerical vectors, compare their mathematical foundations, explore real-world use cases, and implement both methods in Python for text analysis and machine learning.

22
/ 100
Experimental
No Package No Dependents
Maintenance 6 / 25
Adoption 7 / 25
Maturity 9 / 25
Community 0 / 25

How are scores calculated?

Stars

25

Forks

Language

License

MIT

Last pushed

Oct 29, 2025

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/AmirhosseinHonardoust/TFIDF-vs-Word2Vec"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.