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cair / TsetlinMachine

Code and datasets for the Tsetlin Machine

Why this job: matched by what the repo talks about: dataset, machine

What it does

Code and datasets for the Tsetlin Machine. Implements the Tsetlin Machine from https://arxiv.org/abs/1804.01508, including the multiclass version. The Tsetlin Machine solves complex pattern recognition problems with easy-to-interpret propositional formulas, composed by a collective of Tsetlin Automata.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Inactive
Last commit 9 months ago
Stars
509
+1 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Cython
85% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
93% closed
1 still open
Pull requests
3 merged
0 waiting
Releases
None
Never published
  • No contributing guide
  • No security policy
  • No code of conduct
More: languages, topics and project record

Languages

  • Cython 85%
  • Python 15%

Topics

  • tsetlin-machine
  • machine-learning
  • game-theory
  • propositional-logic
  • pattern-recognition
  • bandit-learning
  • frequent-pattern-mining
  • learning-automata

Project record

  • JobEvals and observability
  • StatusListed
  • Commits397
  • Forks57
  • Watching51
  • Stars in 28 days+2
  • CreatedApr 2, 2018
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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