FrameDisplay is a lightweight Python package for rendering Pandas DataFrames as interactive HTML tables within Jupyter Notebooks and JupyterLab. It improves the default DataFrame display by adding ...

Abstract: The traditional K-means algorithm often leads to unstable clustering quality due to the randomness of the initial clustering center selection and tends to fall into suboptimal solutions when ...

Abstract: The density peaks clustering algorithm is one of the density-based clustering algorithms. This algorithm has several advantages, including not requiring a preset number of clusters, ...

If you peer deep enough into space, you can see new star clusters being formed. If you want to see a new industry cluster being formed, all you have to do is look here in Virginia. While some of us ...

This project used a Kmeans after PCA model to segment retail customers to optimize marketing efforts. When the model repeatedly returned a single cluster, the model was used to prove the customers' ...