qmatmul: Fast multiplication of quaternion-valued matrices (P. Klęsk, A. Cariow)

Welcome to qmatmul’s documentation!

The core functionalities of this project are embodied in the qmatmul_cupy module.

We suggest importing it in the following way: import qmatmul as qmm, and then perform multiplications of quaternion-valued matrices using function qmm.dot. Other modules involved in the project play the role of auxiliary utilities.

For usage examples and additional information please see the qmatmul_cupy module documentation, or the README.md file in project’s repository: https://github.com/pklesk/quaternions.

Contents:

• src
  • example_cupy module
  • example_qcnn_forward_pass module
  • main module
  • num_acc_experiment module
  • qmatmul_cupy module
  • qmatmul module
  • utils module