Skip to content

Support for n-Dimension Array (ndarray or Tensor), sparse matrix and sparse tensor #44

@lidangzzz

Description

@lidangzzz

Is your feature request related to a problem? Please describe.
No

Describe the solution you'd like

  • Native support for N-Dimension Array with operator overload. This is important for image processing, signal processing and other more advanced algorithms.

  • Native support for sparse matrix and classical algorithms for sparse matrix, including matrix multiplication, Cholesky, QR, LU decomposition. This is extremely important for data analysis for high dimension data with sparse structure.

  • Native support for sparse tensor. A reference: https://www.tensorflow.org/api_docs/python/tf/sparse/SparseTensor

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions