Releases: AlbMLpy/tnkm
Releases · AlbMLpy/tnkm
Release list
tnkm v0.1.0
- 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.