Implementations
From The Similarity Search Homepage
[edit] Links
- Metric Spaces Library: An open-source C-based library for metric space indexing.
- Nearest neighbor searching in metric spaces - Experimental results and demo by Ken Clarkson.
- Several variations of nearest neighbors, free on the Amazon EC2 cloud by Analytics1305
- Implementation of LSH method by Alex Andoni.
- The homepage of M-tree.
- C++ library by Daniel Lemire.
- Spatial Index Demos from University of Maryland.
- BoostMap method: project description, implementation and dataset.
- ANN: A Library for Approximate Nearest Neighbor Searching by David M. Mount and Sunil Arya
- Arboretum + MAMViewer: an open library of metric access methods + a visual tool to explore and analyze metric access methods and similarity queries. By Fabio J. T. Chino, Marcos R. Vieira, Agma J. M. Traina and Caetano Traina Jr.
- Cover Tree for Nearest Neighbor calculations by Alina Beygelzimer, Sham Kakade, and John Langford.
- Nearest Neighbor Applet
- Metric Similarity Search Implementation Framework
- K Nearest Neighbors Linear Scan Baseline by Georges Qu辿not.
- Princeton Content-Aware Search Systems project including Corel-Princeton Image Similarity Benchmark.
- Nearest-Neighbor Machine Learning Bakeoff project by Michael J. Radwin.
- SAPIR project
- Music IR project at TU Wien
- Nearest Neighbour Searching in High-Dimensional Metric Space master project by David Marchall. Some written materials available.
- OBSearch Similiarity search engine for Java.
- FLANN: Fast Library for Approximate Nearest Neighbors by Marius Muja and David G. Lowe
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