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propositional-logic

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Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is writ…

  • Updated Aug 25, 2024
  • Python

Python package that provides an interface to work with classical propositional and first-order logic, based on my solutions to the textbook Mathematical Logic Through Python by Nisan and Gonczarowski

  • Updated Aug 22, 2024
  • Python

Propositional Logic Theorem Prover using Resolution-Refutation takes Knowledge Base (i.e., formulae) and Query as input and implement a refutation proof (by first converting the given formulae into CNF), and report the result (1 if the query holds, and 0 otherwise). Additionally, the program have an option to print the resolution steps used in t…

  • Updated Jun 27, 2020
  • Python

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