vishalvnair124/NLP_nltk_first_project

A simple Streamlit web application that classifies emails as SPAM or NOT SPAM using Natural Language Processing (NLP) and a pre-trained machine learning model. The app uses NLTK for preprocessing and a TF-IDF + classifier model loaded via pickle.

13
/ 100
Experimental

No commits in the last 6 months.

No License Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 3 / 25
Maturity 8 / 25
Community 0 / 25

How are scores calculated?

Stars

3

Forks

—

Language

Jupyter Notebook

License

—

Category

sms-spam-detection

Last pushed

Jun 20, 2025

Commits (30d)

0

GitHub
SMS Spam Detection · 150 tools

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/nlp/vishalvnair124/NLP_nltk_first_project"

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

Higher-rated alternatives

MAIF/melusine

📧 Melusine: Use python to automatize your email processing workflow

65

97k/spam-ham-web-app

A web app that classifies text as a spam or ham. I am using my own ML algorithm in the backend,...

41

stdlib-js/datasets-spam-assassin

Spam Assassin public mail corpus.

40

hrwhisper/SpamMessage

中文垃圾短信识别(手写分类器)

40

Zimbra/zimbra-ml

Zimbra Machine Learning GraphQL Server

38

Explore NLP Tools

All categories Trending NLP directory Insights