All the projects developed throughout the duration of this Algorithms and Data Structures class.
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Updated
Apr 18, 2020 - Python
All the projects developed throughout the duration of this Algorithms and Data Structures class.
An efficient Nearest Neighbor Classifier for the MINST dataset. It uses a VP Tree data structure for preprocessing, thus improving query time complexity
A memory-resident geospatial index library for Java
A generic vantage point tree (vp-tree) implementation in Java
multiple vantage point distance-based tree data structure
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…
C++ Vantage Point Tree implementation with Python bindings
Easily create vantage point trees in Python.
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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