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kclustering-with-fair-outliers

kdd16_streamspot

kdd2019_hetgnn

code of HetGNN

kgist

Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)

knine

kNN graph construction in Spark using LSH.

ktn

latentspacevisualization

Visualization techniques for the latent space of a convolutional autoencoder in Keras

lazo

Sketch and LSH Index library for Java, including OPH methods as well as the Lazo method

lsh

Locality Sensitive Hashing for Go (Multi-probe LSH, LSH Forest, basic LSH)

lsh-anomaly-detection

lshensemble

LSH index for approximate set containment search

mercator

multineat

Portable NeuroEvolution Library

nearduplicatedetection

Near duplicate detection in a large collection of text using Locality Sensitive Hashing (LSH).

neukron

NeuKron: Constant-Size Lossy Compression of Sparse Reorderable Matrices and Tensors (WWW 23)

nilsimsa

A Java library for computing and comparing Nilsimsa string similarity hashes.

pacc

paper-reading

深度学习经典、新论文逐段精读

parsemis

The ParSeMiS project (Parallel and Sequential Graph Mining Suite) searches for frequent, interesting substructures in graph databases. https://www2.cs.fau.de/EN/research/zold/ParSeMiS/index.html

pft

Fast and Accurate Partial Fourier Transform for Time Series Data (KDD 2021)

pgm-

[WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhenguang Liu, Huamin Feng, Yongdong Zhang

pkdd21-skewa

pretrain-gnns

Strategies for Pre-training Graph Neural Networks

probminhash

ProbMinHash – A Class of Locality-Sensitive Hash Algorithms for the (Probability) Jaccard Similarity

pthgnn

source code of KDD 2021 paper "Pre-training on Large-Scale Heterogeneous Graph".

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

rabinfingerprint

Rabin Fingerprint Based on themadcreator/rabinfingerprint

relieff-lsh

Approximation of the ReliefF feature selection method using Locality Sensitive Hashing.

sandpiper

Implementation of the Loopy Belief Propagation algorithm for Apache Spark

scalable-deeplearning

Scalable implementation of artificial neural networks for Spark deep learning