sklears-decomposition 0.1.0-beta.1

Matrix decomposition algorithms for sklears: PCA, ICA, NMF, SVD
Documentation 
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# TODO - v0.1.0-beta.1

## Current Status
This crate is part of the sklears v0.1.0-beta.1 initial release.

## Future Enhancements
- Performance optimizations
- Additional scikit-learn API coverage
- Enhanced documentation and examples

See the main [workspace TODO](../../TODO.md) for overall project roadmap.