Skip to content

Releases: AlbMLpy/tnkm

Release list

tnkm v0.1.0

Choose a tag to compare

@AlbMLpy AlbMLpy released this 07 Aug 17:07
  • 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.