Implementing opt_einsum algorithm to optimize contraction order

[keefehuang]

Implementing algorithm in arxiv: 1304.6112, used in numpy opt_einsum.

[keefehuang]

Implemented a brute-force version (without optimizations using filtering) on branch contract_order. Cost function may be wonky but basic implementation is there if anyone is interested.