A multiclass classification model to classify UN Sustainable Development Goals (SDGs).
Objective :
- To check various companies CSR reports and be able to predict the SDGs they contribute using NLP and machine learning.
- To provide a platform from where we can host the model to be tested on web.
Streamlit app : https://share.streamlit.io/jiteshrawat/sdg-classifier/main/main.py
Data : https://zenodo.org/record/5550238#.YajObJFBzeQ
The code for model can be found in 302_UN_Assignment.ipynb file.
Reference : https://github.com/osdg-ai