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v0.1.0
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Initial public release of tnkm , an open-source Python library for
tensor network kernel machines.
Unified framework for constructing and training TNKM models with
support for nonlinear feature representations and tensor-network
parameterizations.
Support for multiple tensor-network parameterizations, including
canonical polyadic (CP) and tensor-train (TT) formats.
Structure-aware optimization methods based on alternating least squares
(ALS), together with gradient-based optimization using JAX.
Utilities for nonlinear system identification workflows, including
data preprocessing, simulation, and evaluation.
Reproducible experiment scripts and benchmark implementations
accompanying the research paper.
Documentation and usage examples for building and training TNKM models.
Automated code quality checks and continuous integration.
Package configuration and installation support.
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