Multilabel classification of questions from different coding platforms like codechef, codeforces etc and labelling them based on their respective paradigms.Web application is developed to provide interface to the user.
Applications
- Create an application that helps the user to identify the category of question he/she is trying to solve.
- To facilitate the user to be able to access multiple websites at one place and get all the questions related to the programming paradigm of interest
Steps to run:
- Clone git repository
- Download model at https://drive.google.com/file/d/1bNKcwJUPCkste3C4I7ALBKadN-K_dlsU/view?usp=sharing and place it in UI/modeldata/ folder
- Inside UI/ folder run
python3 run.py
Machine Learning Models built:
- Baseline Models
- Linear SVM
- Logistic Regression
- LSTM
- CNN
- Advanced Models
- BERT
- RoBERTa
- XLNET
Data: