ALIS: Algorithmic Library for Scalability documentation

  • Introduction
  • Installation

Contents

  • Finding Similar Items
    • Set Similarity
    • Shingling of Documents
    • Minhashing
    • Locality Sensitive Hashing
    • Theory of LSF
    • LSH Banding Technique
    • Many-to-Many Document Similarity Task
    • LSH and Document Similarity
  • Stream Mining
    • Stream Data Model
    • Sampling Data in a Stream
    • Filtering Streams
    • Counting Distinct Elements in a Stream
    • Moments
    • Counting Ones in a Window
    • Most Common Recent Elements
  • Link Analysis
    • PageRank
    • PageRank for Large Data
    • PageRank using MapReduce
    • Topic-Sensitive PageRank
    • Hubs and Authorities
  • Social Network Graphs
    • What is a Social Network?
    • Network Measures
    • Community Detection
    • Social Network Analysis using GraphFrames
  • Bibliography

API Reference

  • Feature Extraction
    • Shingles
      • alis.feature_extraction.k_shingles
      • alis.feature_extraction.hashed_shingles
      • alis.feature_extraction.word_shingles
      • alis.feature_extraction.hashed_word_shingles
    • Minhashing
      • alis.feature_extraction.MinhashLSH
        • alis.feature_extraction.MinhashLSH.__init__
        • alis.feature_extraction.MinhashLSH.transform
  • Similarity
    • Minhash LSH
      • alis.similarity.minhash_lsh.LSH
        • alis.similarity.minhash_lsh.LSH.__init__
        • alis.similarity.minhash_lsh.LSH.get_buckets
        • alis.similarity.minhash_lsh.LSH.make_bands
        • alis.similarity.minhash_lsh.LSH.plot_thresh
    • Jaccard Similarity
      • alis.similarity._jaccard.jaccard_sim
  • Stream Mining
    • alis.stream_mining.alonMatiasSzegedy
    • alis.stream_mining.flajoletMartin
  • Link Analysis
    • alis.link_analysis.idealized_page_rank
    • alis.link_analysis.transition_matrix
    • alis.link_analysis.taxed_page_rank
    • alis.link_analysis.topic_sensitive_page_rank
    • alis.link_analysis.spam_mass
    • alis.link_analysis.hits
  • Network Tools
    • Clustering
      • alis.network_tools.clustering.LA
      • alis.network_tools.clustering.IS2
    • Metrics
      • alis.network_tools.metrics.average_degree
      • alis.network_tools.metrics.betweenness_centrality
      • alis.network_tools.metrics.closeness_centrality
      • alis.network_tools.metrics.degree_centrality
      • alis.network_tools.metrics.eigenvector_centrality
    • Plots
      • alis.network_tools.plots.draw_communities
      • alis.network_tools.plots.graph_to_edge_matrix
      • alis.network_tools.plots.plot_degree_distribution
Theme by the Executable Book Project

Python Module Index

a
 
a
- alis
    alis.feature_extraction
    alis.feature_extraction.minhash
    alis.feature_extraction.shingles
    alis.link_analysis
    alis.network_tools
    alis.network_tools.clustering
    alis.network_tools.metrics
    alis.network_tools.plots
    alis.similarity
    alis.similarity._jaccard
    alis.similarity.minhash_lsh
    alis.stream_mining

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