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mpeiproject-1's Introduction

MPEIProject

Search repeated news (using Bloom filter) and similar news (using MinHash) from a news api.

Course

This project was developed under the Probability Methods for Informatics Engineering course of University of Aveiro.

Bloom Filter

A Bloom filter is a data structure designed to tell, memory-efficiently, whether an element is present in a set.

Bloom filter is a probabilistic data structure: it tells us that the element either definitely is not in the set or may be in the set.

MinHash

MinHash is a technique for quickly estimating how similar two sets are.

Authors

mpeiproject-1's People

Contributors

eduardosantoshf avatar

Watchers

James Cloos avatar

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