swenson / binary_matrix

Rust implementation of dense binary matrices and vectors.

binary_matrix

Rust implementation of dense binary matrices and vectors.

Includes a SIMD implementation of a binary matrix.

TODO

• Arithmetic:
  • Implement the rest of the basic arithmetic between matrices and vectors
  • Faster matrix–vector multiplication using bits directly
  • Faster matrix–matrix multiplication using bits directly
  • Basic determinant calculation
  • Extract out basic reduced row echelon form into own method
  • Right multiplication of matrix by vector
• Kernel:
  • Use Lanczos algorithm
• Transpose:
  • Use rotates
  • Switch to SIMD
  • SIMD: Use portable_simd
  • Investigate using aarch64 assembly
  • Investigate using x86-64 assembly
• Implement row-centric matrix as well
• Sparse matrix support?

License

MIT