Linear algebra libriary for python ** what I want from this library?

• operations on vectors such as dot product, cross, and others
• ability to solve a huge plst of linear algebra problems
• the main feature will be the possibility of interactive display of operations step by step
• the matrix operations(2d/3d)
• visualizing partial differential solutions