fix: 馃悰 preserve input precision in apply and compress - #36
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Fix #13.
Description
applyandcompresspreviously had default tofloat64Gaussian random sketch, silently promotingfloat32andcomplex64inputs to double precision.I implemented a simple utility function
sketch_dtypeto infer the default sketch dtype from the input arrays, preserving single precision where appropriate. Explicitdtypeoverrides remain supported.I also added tests to cover all four primitives: MPS compression, MPO compression, MPO-MPS application, and MPO-MPO application. Each runs with
float32,float64,complex64, andcomplex128inputs, checking that the output retains the input dtype and reproduces the original tensor within the appropriate tolerance.