tensorops_deriv

tensorops_deriv(*expansion_op_pairs, order, shared=None): 

LLM Docstring

Compute the derivative expansion of an arbitrary chain of tensor operations applied to several expansions.

Canonicalizes the alternating (expansion, op, expansion, ...) arguments, resolves any symbolic axis specifications, and sums the multi-operand Leibniz terms over all partitions at each requested order.

• expansion_op_pairs: Sequence

  alternating expansions and operation specs

• order: int | list[int]

  the derivative order(s)

• shared: int | None

  number of shared leading batch axes

• :returns: list

  the chained-operation derivative expansion