https://github.com/vishnun0027/text_classificaion

In this repo i created a Text classification app (flask app ), Text classification is a common NLP task that assigns a label or class to text. One of the most popular forms of text classification is sentiment analysis, which assigns a label like 🙂 positive, 🙁 negative to a sequence of text.
https://github.com/vishnun0027/text_classificaion

flask-application llm python text-classification

Last synced: about 1 month ago
JSON representation

In this repo i created a Text classification app (flask app ), Text classification is a common NLP task that assigns a label or class to text. One of the most popular forms of text classification is sentiment analysis, which assigns a label like 🙂 positive, 🙁 negative to a sequence of text.

• Host: GitHub
• URL: https://github.com/vishnun0027/text_classificaion
• Owner: vishnun0027
• Created: 2024-04-16T07:48:01.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-05-02T18:38:18.000Z (8 months ago)
• Last Synced: 2024-05-03T05:04:24.998Z (8 months ago)
• Topics: flask-application, llm, python, text-classification
• Language: Python
• Homepage:
• Size: 68.4 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        

# Text classification (movie review)

Text classification is a common NLP task that assigns a label or class,label like 🙂 positive, 🙁 negative

## Screenshots

🙂 positive



🙁 negative



## Model & training

Utilizing the DistilBERT model, this project fine-tunes its capabilities on the IMDb dataset, enabling accurate classification of movie reviews as either positive or negative sentiments