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Predict-tags-on-StackOverflow-with-linear-models

  • We will learn how to predict tags for posts from StackOverflow. To solve this task you will use multilabel classification approach.

Prerequisites

This tutorial requires the following packages:

  • Numpy — a package for scientific computing.
  • Pandas — a library providing high-performance, easy-to-use data structures and data analysis tools for the Python
  • scikit-learn — a tool for data mining and data analysis.
  • NLTK — a platform to work with natural language.

Installation

nltk
  • pip install nltk
Sklearn
  • pip install sklearn
pandas
  • pip install pandas
numpy
  • pip install numpy

Acknowledgments

Got the dataset from Natural Language Processing course (Coursera) https://www.coursera.org/learn/language-processing