Implementation of TextRank with the option of using pre-trained Word2Vec embeddings as the similarity metric

A Python package to get useful information from documents using TopicRank Algorithm.

Experimentation on Incremental-PageRank on several datasets

A simple search engine for Environmental News NLP archive

Various Indexing and Query Based Retrieval Models and Page-rank Algorithm in Python 3.0

A Simple implementation of Page Rank Algorithm. Give a list of web sites and evaluate them by running Page Rank algorithm

This is a set of programs that emulate some of the functions of a search engine. They store their data in a SQLITE3 database named 'spider.sqlite'. This file can be removed at any time to restart the process.

An instructor-designed project that teaches PageRank through linear algebra, Markov chains, sparse matrices, eigenvectors, power iteration, and Monte Carlo simulation. It was created for Linear Algebra, Spring 2026 at the University of Tehran's College of Electrical and Computer Engineering.