Sampling algebraic varieties

[blegat]

For SOS constraints on varieties, it would be faster in some case to use the sampling method of: "Sampling algebraic varieties for sum of squares programs" by D Cifuentes, P A Parrilo. We should implement it in this package and add it as an option.