xuyxu / clustering

Clustering / Subspace Clustering Algorithms on MATLAB

Hi there 👋

Currently, I am a senior software engineer at Alibaba Group. My job focuses on building platforms for training and serving large deep learning models, such as diffusion models and transformers used in AIGC applications.

Before joining Alibaba, I was a software engineer at Huawei Cloud. During this period, I worked on a cloud native software for data analysis and federated learning. My work is about building a Spark-like distributed execution framework, and implementing distributed machine learning models. A lot of my efforts were also devoted to performance optimization using parallel computing, heterogeneous computing, and distributed computing.

I got my M.Sc degree from the Learning And Mining from DatA (LAMDA) group in Nanjing University, supervised by Prof. Zhi-Hua Zhou and Prof. Yuan Jiang. My research interests included ensemble learning and its applications in areas like anomaly detection and federated learning. Two popular repositories developed by me are Ensemble-Pytorch and Deep-Forest.

clustering's Issues

ISODATA.m中的18行似乎会发生超出数组索引的情况，是否应当改为while循环

Error Clustering (line 41) PlotData(data, result, centroid);

Hello ,how to solve more than three-dimensional or even more dimensional data？

Clustering/lib/Kmeanspp.m中的一些问题

您好！我正在学习K-mean++聚类的方法，您的程序给了我巨大的帮助，非常感谢！但是我对您Clustering/lib/Kmeanspp.m中的一部分不太理解，具体而言是该程序的20、21行重复调用了变量k，这是否会影响程序的运行，期望您能提供帮助！

K-means++.m has some problems

Here the clustering number k is covered by index 'k'.