YE ZHU's repositories
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.
federico-dondi
My personal portfolio, hosted on GitHub Profile.
SDCOR
SDCOR: Scalable Density-based Clustering for Local Outlier Detection in Massive-Scale Datasets
machine_learning_refined
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
LSSHC_matlab
This repository is matlab code of the paper "GraphLSHC: Towards Large Scale Spectral Hypergraph Clustering"
DPC-DLP
Dynamic Graph-Based Label Propagation for Density Peaks Clustering
SNNDPC
Shared Nearest Neighbor-based Clustering by Fast Search and Find of Density Peaks
ONMSC
A matlab implement of paper 'Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix'.
extreme-clustering
extreme clustering– A clustering method via density extreme points
MTSS-Multivariate-Time-Series-Software
A GP-GPU/CPU Dynamic Time Warping (DTW) implementation for the analysis of Multivariate Time Series (MTS).
Local-gap-density-for-clustering-high-dimensional-data-with-varying-densities
This is a MATLAB implementation of the algorithm LGD presented in the following paper. Local gap density for clustering high-dimensional data. Ruijia Li, Xiaofei Yang, Xiaolong Qin, William Zhu.
DeepLearning
深度学习入门教程&&优秀文章&&Deep Learning Tutorial
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
Distance-Scaling
A Distance Scaling Method to Improve Density-Based Clustering
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
vLSH
Locality Sensitive Hashing matlab toolkit
Density-ratio-based-clustering
Discovering clusters with varying densities