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Various Indexing and Query Based Retrieval Models and Page-rank Algorithm in Python 3.0

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iSiddharth20/Text-Based-Retrieval-Models-Implementation

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Information-Retrieval


  • Inverted Index and Boolean Retrieval Model Here
  • Positional Index and 2 Phrase Query Search Here
  • Vector Space Model with Top-K Retrieval through Cosine Similarity, Champions List, Cluster Pruning Index Here
  • Vector Space Model (using PyLucene) with Top-K Retrieval through Cosine Similarity Here
  • Pagerank Algorithm with Power Iteration (Google's Formulation) Here

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