Add block arithmetic operations#78
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Purpose
Issue: #56
This PR adds block matrix arithmetic support on top of the block tensor classes and constructors.
It enables large matrices and vectors to be split into encoded blocks when the logical input requires more slots than one ciphertext can provide.
Scope
+/add;-/subtract;*/ elementwise multiply;matrix @ vector;matrix @ matrix;cumulative_sumtocumsumfor NumPy API compatibility.powtopowerfor NumPy API compatibility.arithmetic_utils.py.block_arithmetic.pyandblock_arithmetic_utils.py.Out of scope
This PR also does not add full NumPy slicing, broadcasting, or general block reshaping support.
Validation
Added and ran simple block arithmetic tests covering: