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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
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.
Set of tasks solved in Big Data Algorithms course
This contains all projects that I have done during my master degree.
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