Module for automatic summarization of text documents and HTML pages.

中文文本摘要/关键词提取

This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel J. Cooper, A. Freddie Page, Marc Peter Deisenroth

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

TextRank implementation for C#

Implementation of PageRank algorithm along with TopicSpecific and TrustRank.

Analyzing a network of tweets and retweets using graph algorithms

Improving IR-Based Bug Localization with Context-Aware Query Reformulation

A demonstration of the PageRank algorithm, using Eigenvectors to assign significance to HTML pages

A word embedding and graph-based keyword extraction tool

Personalized PageRank (PPR) on GraphLab PowerGraph

Search Engine projects

⇨ Designed and implemented a search engine architecture from scratch for CACM and a sample Wikipedia corpus. ⇨ Crawled the corpus, parsed and indexed the raw documents using simple word count program using Map Reduce, performed ranking using the standard Page Rank algorithm and retrieved the relevant pages using variations of four distinct IR ap…

A simulation of the PageRank algorithm used by Google.

Search Engine Implemented in Python. Components : Web Crawler. Indexer. Parser. Page Ranking Algorithm

NLP2API: Query Reformulation for Code Search using Crowdsourced Knowledge and Extra-Large Data Analytics.

🐘 PageRank implementation in PHP with extendable features (PHP 7.4)

A naive text summarizer written from scratch using text rank algorithm

Contains my solution to selected projects in CS50AI

Link ranking with Apache Giraph for Apache Nutch