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ninhpham's Projects

adbench icon adbench

Official Implement of "ADBench: Anomaly Detection Benchmark".

ceos icon ceos

Maximum inner product search (MIPS) algorithms

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

falconn icon falconn

FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)

falconnpp icon falconnpp

Falconn++ is a locality-sensitive filtering (LSF) approach, built on top of cross-polytope LSH (FalconnLib) to answer approximate nearest neighbor search with inner product.

lsh_hll icon lsh_hll

A Hybrid search between LSH and Linear Search for speeding up the problem of reporting all near neighbors

outlier icon outlier

The C++ source code (Code::Block IDE) for outlier detection in high dimensions. It covers standard methods and its approximations to detect outliers in high-dimensional data sets, including - kNN, kNNW, Sam1NN - LOF - ABOF, approxABOF - VOA, FastVOA - L1Depth, SamDepth

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