Sho for IronPython is a good environment by Microsoft that does provide what you want. I am glad it worked for you.
To quote the link itself
Sho is a playground for data: a set of libraries and an interactive environment for rapid prototyping, data analysis, and visualization.
The linear algebra classes in Sho do provide multiple functions for computing the eigenvalues, as shown in the book of Sho.