Objective = Remove spyrit.core.torch (or rename)

1. Dispatch functions in core.torch into other submodules.
2. When functions have same names (e.g., walsh2_matrix) but arguments of different types (e.g., numpy vs torch), play with types.
3. Cleanup Walsh-Hadamard