/POS-Tagging

Source code for my team's project at Natural Language Processing Subject. The project is part of speech (POS) tagging model based on the HMM and Viterbi algorithm.

Primary LanguageJupyter Notebook

Pos Tagging

Source code for my team's project at Natural Language Processing Subject. The project is part of speech (POS) tagging model based on the HMM and Viterbi algorithm. More information you can go to: https://www.mygreatlearning.com/blog/pos-tagging/#what-is-part-of-speech-pos-tagging

Requirements

  • Jupyter Notebook.
  • Python 3.
  • PIP (package manager for Python).
  • Git (optional).

Installation

Use git command to install the project.

git clone https://github.com/KrisnaDana/POS-Tagging.git

Or download zip file of the project.

Configuration

Install necessary libraries using the following command.

pip install nltk
pip install numpy
pip install pandas
pip install scikit-learn

Run the Project

  • Open the project using Jupyter Notebook.
  • Select main.ipynb file.
  • Click Run All button.