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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