Crate spenso

Crate spenso 

Source
Expand description

Contains all the tooling for working with arbitrary rank tensors, symbolically, numerically, and parametrically.

It includes special support for a minkowski metric, and a way to add any custom diagonal (sign based) metric.

All tensor types make use of a tensor structure type, either the minimum Vec of [Slot]s or a more complete (but slightly more computationally heavy) [HistoryStructure]. Data is then added, to make parametric, or fully numeric tensors. If no data is added, some [TensorStructure]s behave like symbolic tensors: namely [HistoryStructure] and [SymbolicTensor]

There are two main types of data tensors, [DenseTensor] and [SparseTensor]. They each implement a different type of storage for data.

All types of tensors can be contracted together using the [Contract] trait. This can be done manually, or using a [TensorNetwork] and specifying a contraction algorithm.

Several Enums are defined to be able to store heterogenous tensors. Namely

  • [DataTensor]
  • [NumTensor]
  • [MixedTensor]

Modulesยง

algebra
All tooling for tensor structures, indices and representations
contraction
Tensor contraction
iterators
Iterators for tensors
network
shadowing
structure
tensors
utils