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ALIS: Algorithmic Library for Scalability documentation

Introduction
Installation

Contents

Finding Similar Items
Stream Mining
Link Analysis
Social Network Graphs
Bibliography

API Reference

Feature Extraction
- Shingles
- Minhashing
  - alis.feature_extraction.MinhashLSH
    - alis.feature_extraction.MinhashLSH.__init__
    - alis.feature_extraction.MinhashLSH.transform
Similarity
- Minhash LSH
  - alis.similarity.minhash_lsh.LSH
- Jaccard Similarity
  - alis.similarity._jaccard.jaccard_sim
Stream Mining
- alis.stream_mining.alonMatiasSzegedy
- alis.stream_mining.flajoletMartin
Link Analysis
Network Tools

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Similarity

Similarity#

Functions that will be useful in calculating the similarity between two representations.

Minhash LSH
Jaccard Similarity

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Minhash LSH

By AIM PhD in DS 2024
© Copyright 2022, AIM PhD in DS 2024.