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
- TSVD
Config - Configuration for TSVD computation
Enums§
- TSVD
Error - Error types 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