pagerank-algorithm

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

linear-regression linear-algebra pagerank-algorithm neural-networks eigenvectors lagrange jacobian hessian backpropagation eigenvalues transformation-matrix newton-raphson taylor-series gram-schmidt sandpit multivariate-calculus

UpdatedSep 23, 2023
Jupyter Notebook

ebenso /TextSummarizer

Star59

TextRank implementation for C#

nlp pagerank-algorithm textrank text-summarization textrank-algorithm pos-tagger textsumarizer text-summarizer textsummarization textrank-csharp

UpdatedSep 30, 2021
C#

naiveHobo /TextRank

Star57

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

word2vec pagerank pagerank-algorithm textrank similarity keywords keyword cosine-similarity keyword-extraction textrank-algorithm cosine-distance cosine keyword-extractor cosine-similarity-scores textrank-python keywords-extraction pagerank-python cosinesimilarity

UpdatedAug 29, 2018
Python

ruvnet /sublinear-time-solver

Star57

Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neumann series, push, and hybrid random-walk algorithms with npm/npx CLI and Flow-Nexus HTTP streaming for swarm cost propagation and verification.

pagerank-algorithm scientific-computing sparse-linear-solver numerical-linear-algebra rust-wasm iterative-solvers graph-laplacian sublinear-algorithms temporal-computing model-context-protocol mcp-tools diagonally-dominant conjugate-gradient-method neumann-series network-flow-optimization sparse-matrix-computation edge-computing-algorithms asymmetric-matrices distributed-solvers

UpdatedOct 7, 2025
Rust

bhaveshgawri /PageRank

Star43

Implementation of PageRank algorithm along with TopicSpecific and TrustRank.

pagerank pagerank-algorithm python3 graph-visualization trustrank topic-specific-rank

UpdatedNov 24, 2017
Python

memgraph /twitter-network-analysis

Star42

Analyzing a network of tweets and retweets using graph algorithms

streaming twitter kafka pagerank pagerank-algorithm kafka-streams streaming-data memgraph online-pagerank

UpdatedJul 13, 2022
JavaScript

masud-technope /BLIZZARD-Replication-Package-ESEC-FSE2018

Star22

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

information-retrieval pagerank-algorithm stack-traces code-search structured-data bug-localization bug-reporting artifacts-repository query-reformulation term-weighting

UpdatedJan 20, 2021
Java

jeekim /fasttextrank

Star19

A word embedding and graph-based keyword extraction tool

word2vec pagerank-algorithm information-extraction spacy

UpdatedOct 20, 2025
Jupyter Notebook

SishaarRao /PageRank

Star19

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

shell html numpy pagerank pagerank-algorithm python3 scipy eigenvectors eigenvalues

UpdatedMay 13, 2017
Shell

lqhl /PowerWalk

Star15

Personalized PageRank (PPR) on GraphLab PowerGraph

graph-algorithms pagerank-algorithm graph-processing random-walk

UpdatedJan 3, 2017
C++

Keerthivasan13 /CSCI572-Information_Retrieval_And_Web_Search_Engines

Star15

Search Engine projects

php search-engine autocomplete information-retrieval hadoop solr tika crawling apache pagerank pagerank-algorithm jsoup networkx lucene peter-norvig scraping-websites crawler4j spellchecker hadoop-mapreduce iditom

UpdatedMay 20, 2020
Java

masud-technope /NLP2API-Replication-Package

Star12

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

word-embeddings pagerank-algorithm code-search data-analytics stack-overflow semantic-similarity fasttext artifact-repository query-reformulation replication-package borda-count code-search-engine

UpdatedDec 31, 2020
Java

manthanthakker /InformationRetrieval

Star10

⇨ 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…

information-retrieval information-theory pagerank-algorithm lucene search-algorithm