Stack Overflow tag prediction - Multi Label Classification

Suggest the probable tags based on the content of question posted on Stack Overflow using Multi-Label classification and NLP.

Goal : Predict relevent tags to stack overflow questions.

Uses :

• Searching for relevent questions become easy
• Simplifies answering the questions by experts

Tools Used:

Coding & Documentaion

• Python
• Jupyter Notebook

ML Model Implementation

• Scikit-learn
• Scikit-multilearn

NLP

• NLTK

Data Managemnet

• SQLite3
• Pandas
• SQLAlchemy

Plotting and Visualization

• Matplotlib
• Seaborn