Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.
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Updated
Sep 21, 2024 - C++
Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.
A generic vantage point tree (vp-tree) implementation in Java
A memory-resident geospatial index library for Java
C++ Vantage Point Tree implementation with Python bindings
multiple vantage point distance-based tree data structure
An efficient Nearest Neighbor Classifier for the MINST dataset. It uses a VP Tree data structure for preprocessing, thus improving query time complexity
Image sharing website to Post, View, Share and Download images using React.js. Implemented Scalable Image based Search Engine microservice using Opencv,hashing and VP Trees on python+flask server, images stored in Firebase. Auto tagging of images using Image Recognition API service. Central server implemented using NodeJs and Cloud storage on Mo…
Easily create vantage point trees in Python.
All the projects developed throughout the duration of this Algorithms and Data Structures class.
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