https://github.com/aryan-coder-student/sentimental-analysis

Tried to make a sentiment analysis from NLP and ML. Also made a BiLSTM , BiGRU and RNN Deep Learning model for doing same task . In Machine Learning I had RainForest Classification ,KNN , XgBoost , Voting Classifier model
https://github.com/aryan-coder-student/sentimental-analysis

Last synced: about 1 year ago
JSON representation

Tried to make a sentiment analysis from NLP and ML. Also made a BiLSTM , BiGRU and RNN Deep Learning model for doing same task . In Machine Learning I had RainForest Classification ,KNN , XgBoost , Voting Classifier model

• Host: GitHub
• URL: https://github.com/aryan-coder-student/sentimental-analysis
• Owner: Aryan-coder-student
• Created: 2024-04-11T07:01:17.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-04-11T10:25:18.000Z (about 2 years ago)
• Last Synced: 2025-02-05T01:31:34.992Z (over 1 year ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 21.5 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
Inside notebook there are ML and DL models use to make the app. It also contain Classification Report and Accuracy of each model

The deployed app is made using RainForestClassifier as it was giving high accuracy.

Dataset :- https://www.kaggle.com/datasets/praveengovi/emotions-dataset-for-nlp

Deployment link :- https://sentimental-analysis-b8dkmckueoezrhlwgmscit.streamlit.app/