Boolean retrieval search engine with SPIMI indexing and BM25 ranking
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Sep 1, 2021 - Python
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spimi
Here are 12 public repositories matching this topic...
SPIMI Ranked Retrieval Implementation and API
python api database inverted-index implementation tokenization indexing-querying spimi ranked-retrieval indexing-algorithms
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Dec 24, 2023 - Python
A full-text search engine built using inverted indices for efficient retrieval of text documents from the arXiv dataset
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May 28, 2024 - Python
Ranked Information Retrieval: an indexation and ranked retrieval system for textual information.
python search-engine indexing query-engine text-processing indexation tokenization search-engine-optimization rocchio-algorithm spimi ranked-retrieval
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Apr 18, 2021 - Python
Single Pass In Memory Indexer and document retrieval based on ranking (Using BM25 and TF-IDF)
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Jan 15, 2021 - Python
Build index using SPIMI(single pass in memory indexing) algorithm with BM25 ranking algorithm.
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Nov 14, 2019 - Python
Практические задания по дисциплине "Информационный поиск", 1 курс магистратуры, Матмех, СПбГУ
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Sep 10, 2024 - Python
Built a complete search engine using standard python libraries plus numpy, scipy, and FAISS for LSI.
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Mar 30, 2026 - Python
Creates naive and SPIMI indexes for the Reuters 21578 corpus. Ranks results, including BM25
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May 23, 2026 - Python
Databases 2 - Project 2: Single-Pass In-Memory Indexing for information search and recovery
python information-retrieval gui python3 pygame isam nltk stopwords indexing-engine nltk-library indexing-querying spimi pygame-gui nltk-python indexing-algorithms
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Jun 19, 2023 - Python
Индексатор и поисковик по коллекции текстов песен с Genius.com
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May 20, 2020 - Python
A C++ implementation of the Single-Pass In-Memory Indexing (SPIMI) algorithm to build an inverted index from a collection of documents.
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Feb 17, 2025 - C++
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