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Module tsvd

Module tsvd 

Source
Expand description

High-precision truncated SVD implementation using nalgebra

This module provides QR + SVD based truncated SVD decomposition with support for extended precision arithmetic.

Structs§

SVDResult
Result of SVD decomposition
TSVDConfig
Configuration for TSVD computation

Functions§

compute_svd_dtensor
Compute SVD for DTensor using nalgebra-based TSVD
svd_decompose
Perform SVD decomposition using nalgebra with sorted singular values
tsvd
Main TSVD function using QR + SVD approach
tsvd_df64
Convenience function for Df64 TSVD
tsvd_df64_from_f64
Convenience function for Df64 TSVD from f64 matrix
tsvd_f64
Convenience function for f64 TSVD