PISA: Performant Indexes and Search for Academia
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Jun 19, 2025 - C++
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PISA: Performant Indexes and Search for Academia
BitMagic Library
pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.
Trinity IR Infrastructure
Search Formula-1——A distributed high performance massive data engine for enterprise/vertical search
A library of inverted index data structures
Sequence Indexing and Search
Efficient and effective query auto-completion in C++.
Porter stemming library (C++)
⚡ Faster vector search with PDX: A vertical data layout for vectors
A large scale feature extraction tool for text-based machine learning
A fast header-only graph-based index for approximate nearest neighbor search (ANNS). https://flatnav.net
Permutation algorithms to test statistical significance of experimental results.
Repository containing various information retrieval algorithms like BM25.
A Clean Lua Interface to the Indri Search Engine for Torch.
A comprehensive repository showcasing all my academic coursework, projects, and lab work from UC Merced and USC, covering topics like algorithms, data structures, machine learning, databases, and web search engines. Organized by course for easy navigation and learning.
Automated Query Expansion using High Dimensional Clustering
Automatic resource and metadata tracking for IR experiments.
Exercise solutions for the Information Retrieval course at the University of Freiburg, Germany.
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