资 源 简 介
Dimension reduction are data processing techniques which reduces multi-dimensional data down to smaller, manageable dimensions. This makes it easier for humans and machines to visualize patterns within the data. We will be incorporating several of these techniques into a stand-alone application that serves as a “toolbox” that acts to help users decide which technique is most applicable to their data.
Features of the toolbox include:
Data Importer (i.e.: CSV files, Images)
Data Processing (i.e.: Reduction techniques like MDS, LLE)
Data Representation (i.e.: 2D & 3D Graphs)
We will implement the aforementioned features using the .NET development framework, specifically C#.
