SetSketch: Filling the Gap between MinHash and HyperLogLog
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Updated
Aug 11, 2021 - C++
SetSketch: Filling the Gap between MinHash and HyperLogLog
ProbMinHash – A Class of Locality-Sensitive Hash Algorithms for the (Probability) Jaccard Similarity
BagMinHash - Minwise Hashing Algorithm for Weighted Sets
SuperMinHash: A New Minwise Hashing Algorithm for Jaccard Similarity Estimation, Simhash and SimhashIndex
TreeMinHash: Fast Sketching for Weighted Jaccard Similarity Estimation
Fast Jaccard similarity search for abstract sets (documents, products, users, etc.) using MinHashing and Locality Sensitve Hashing
HyperLogLog en C++ y OpenMP para cálculo de similitud de genomas mediante índice de Jaccard
Building a Full Stack Social Network Web Application with React JS using Redux, NodeJS, Socket.IO and MongoDB. Utilizing Python's NetworkX library to represent graphs and the FastAPI framework to display follower suggestion results on the frontend. The Link Prediction Model includes algorithms such as CN, Jaccard, AA, and Katz
Set of tasks solved in Big Data Algorithms course
The goal of this project it to provide a tool to build new ranker easily and to compare them with existing ones in terms of results overlapping.
This contains all projects that I have done during my master degree.
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