Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
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Updated
Feb 6, 2024 - C++
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
Open source audio fingerprinting in .NET. An efficient algorithm for acoustic fingerprinting written purely in C#.
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang
An implementation of efficient LSH inspired by fruit fly brain
Scalable and Sustainable Deep Learning via Randomized Hashing
One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH
JavaScript port of TLSH (Trend Micro Locality Sensitive Hash)
TLSH lib in Golang
Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015
Near-duplicate image detection using Locality Sensitive Hashing
Locality Sensitive Hashing In R
Quickly estimate the similarity between many sets
Implementing various machine learning algorithm from scratch
A tutorial on scalable retrieval of matrix factorization recommendations
Query-Aware LSH for Approximate NNS (PVLDB 2015 and VLDBJ 2017)
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