In this repository, I will implement some machine learning algorithms in Python, and show how to use it in a notebook. I feel it interesting and hope you can join me~

• Clustering

  • DBSDCAN
  • FCM
  • GMMs
  • KMeans
  • KMeans++
  • PVQclustering
  • spectral-clustering
  • spectral-clustering-2

• PageRank

  • Flow Formula
  • Google Formula

• Dimensionality Reduction

  • SVD
  • CUR