NLP - Emotion Detection in Text

Prerequisite -

1) Jupyter Lab / Google Colab
2) pip install eli5 lime neattext pandas spacy numpy seaborn altair streamlit scikit-learn joblib

How to Run -

1) Change Directory to App/
2) streamlit run app.py

Procedure -

1) Initially we have to import required libraries (in Jupyter Lab)
2) Import/ Define Dataset (in Jupyter Lab)
3) Data Preparation (in Jupyter Lab)
4) Model Building (in Jupyter Lab)
5) Model Productionizing

Accuracy -

>> This Model is 62% accurate, It is useful and effective on simple sentences only.

Screenshots -