lsshc_matlab

This repository is matlab code of the paper "GraphLSHC: Towards Large Scale Spectral Hypergraph Clustering"

machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

mass-based-dissimilarity

This software calculates the mass-based dissimilarity matrix for data mining algorithms relying on a distance measure.

matlab

mtss-multivariate-time-series-software

A GP-GPU/CPU Dynamic Time Warping (DTW) implementation for the analysis of Multivariate Time Series (MTS).

multi-center-dpc

Wang Y, Wang D, Zhang X, et al. McDPC: multi-center density peak clustering[J]. Neural Computing and Applications,2020, 1-14.

multicore-opt-sne

Parallel opt-SNE implementation with Python wrapper

onmsc

A matlab implement of paper 'Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix'.

sdcor

SDCOR: Scalable Density-based Clustering for Local Outlier Detection in Massive-Scale Datasets

snndpc

Shared Nearest Neighbor-based Clustering by Fast Search and Find of Density Peaks

streakhc

A novel incremental hierarchical clustering algorithm (KDD 22)

stumpy

STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks

subspace-clustering

Grouping Points by Shared Subspaces for Effective Subspace Clustering

tad

Tutorial for Anomaly Detection

uspec_usenc

TKDE 2020: Ultra-Scalable Spectral Clustering and Ensemble Clustering (U-SPEC & U-SENC) #large-scale spectral clustering# #large-scale ensemble clustering#

vlsh

Locality Sensitive Hashing matlab toolkit

weighted-dynamic-time-warping-for-traffic-flow-cluster

This is running code for paper: Weighted dynamic time warping for traffic flow clustering in 2021 Neurocomputing revision

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

zhuye88