Module easy_ml::tensors

Generic N dimensional named tensors.

Tensors are generic over some type T and some usize D. If T is Numeric then the tensor can be used in a mathematical way. D is the number of dimensions in the tensor and a compile time constant. Each tensor also carries D dimension name and length pairs.

Modules

• dimensions
  Utilities to manipulate Dimensions.
• indexing
  Indexing
• operations
  Tensor operations
• views
  Generic views into a tensor.

Structs

• InvalidDimensionsError
  An error indicating failure to do something with a Tensor because the dimension names that were provided did not match with the dimension names that were valid.
• InvalidShapeError
  An error indicating failure to do something with a Tensor because the requested shape is not valid.
• Tensor
  A named tensor of some type T and number of dimensions D.

Type Aliases

• Dimension
  Dimension names are represented as static string references.