This is a sample code of Convex Clustering. I referred a paper, "Convex Clustering with Exemplar-Based Models" to write the code. Fundamental algorithm is implemented but any optimization is not implemented. For running this code, you need to call convex_clustering.py which includes a main function.
I recommend that you read the original paper to get more knowledge about Convex Clustering. If you are Japanese, I also recommend that you read "ZOKU WAKARIYASUI Pattern Recognition".
The motivation of the code is a survey for my research. So, this code may be a little wrong. If you find a bug, please inform me of the bug.