~/portfolio/projects/

October 15, 2023

Part of Speech Tagging Model

// Multi-algorithm POS tagging model using Bayesian classification, logistic regression, and SVMs.

python machine-learning nlp scikit-learn

Worked with peers to build a part of speech tagging model using three different algorithms. I implemented multi-class Bayesian classification and helped implement logistic regression and support vector machines.

Utilized scikit-learn for building models. Used the multiprocessing library and pandas for formatting and preparing training data.

// source code view on github
loading file tree...
select a file to view its contents