Graphs & Networks
Mathematica Version 11 adds numerous extensions and improvements to its already very strong capabilities in graphs and networks. These include additional graph constructors, new graph properties for curated data, and new domain-specific networks. Performance improvements are available across the board.
Mathematica Version 11 introduces support for random matrices. The efficient generation of matrix variates, estimation of their properties, and computations of their limiting distributions are tightly integrated with the existing probability & statistics framework. Random matrices have uses in a surprising variety of fields, including statistics, physics, pure mathematics, biology, and finance, among others.
Mathematica Version 11 adds numerous improvements and extensions throughout the probability and statistics functionality. From descriptive statistics and random variables to time series and random processes, the whole framework is stronger, faster, and easier to use.