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pagerank-algorithm
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Module for automatic summarization of text documents and HTML pages.
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
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.
⇨ 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 approaches, BM25, TF-IDF, cosine similarity and Lucene based IR model. ⇨ Conducted a comparative study to evaluate the performance of the different search engines. ⇨ Technologies used: Lucene, NetBeans, JSoup, Weka, MapReduce
A simulation of the PageRank algorithm used by Google.
🐘 PageRank implementation in PHP with extendable features (PHP 7.4)
Contains my solution to selected projects in CS50AI
Iterative Implementation of the TrustRank algorithm in python
A naive text summarizer written from scratch using text rank algorithm
Link ranking with Apache Giraph for Apache Nutch