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Yusuke Matsui's Projects

annbench icon annbench

A lightweight benchmark for approximate nearest neighbor search

autograding icon autograding

Simple autograding with GitHub Classroom + GitHub Actions + CML Container

deep1b_gt icon deep1b_gt

Compute the exact 100 nearest neighbors for deep1M, deep10M, and deep100M datasets.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

gh-ec2 icon gh-ec2

Simple helper commands to interact with AWS EC2 instances via GitHub CLI extension

nanopq icon nanopq

Pure python implementation of product quantization for nearest neighbor search

pqtable icon pqtable

Fast search algorithm for product-quantized codes via hash-tables

rii icon rii

Fast and memory-efficient ANN with a subset-search functionality

scs icon scs

Simple image search engine by a text query using CLIP

semsis icon semsis

A library for semantic similarity search

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