Cite torchtsetlin

If you use torchtsetlin in your work, please cite the technical report below, together with the Tsetlin machine papers whose algorithms you rely on. Each concept page names the paper behind every option.

• Technical report (5 pages): the document to cite

  ---

  torchtsetlin: Fast, Interpretable Tsetlin Machines for the PyTorch Ecosystem. Software version 0.6.1.

  Download the PDF

• White paper (long form)

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  The full design, the batched feedback algorithm, benchmarks, the literature catalog and limitations.

  Download the PDF

BibTeX

@techreport{thambawita2026torchtsetlin,
  author      = {Thambawita, Vajira},
  title       = {torchtsetlin: Fast, Interpretable Tsetlin Machines for the PyTorch Ecosystem},
  institution = {Simula Metropolitan Center for Digital Engineering},
  type        = {Technical report},
  year        = {2026},
  note        = {Software version 0.6.1},
  url         = {https://github.com/vlbthambawita/torchtsetlin}
}

Plain text

V. Thambawita. torchtsetlin: Fast, Interpretable Tsetlin Machines for the PyTorch Ecosystem. Technical report, Simula Metropolitan Center for Digital Engineering, 2026. Software version 0.6.1. https://github.com/vlbthambawita/torchtsetlin

The repository's CITATION.cff carries the same entry, which is what GitHub's Cite this repository button shows.

Building the PDFs

Both documents are LaTeX sources in whitepaper/, sharing one theme, the figures and data files: make builds the white paper (main.pdf), and make summary builds the report (summary.pdf). Their benchmark charts read the repository's benchmark records. Their literature counts and charts come from the literature database, via python whitepaper/data/regen_literature.py. The documentation build copies both committed PDFs into the site.