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symbolic-algebra

Computer (symbolic) algebra systems and libraries are used for manipulations with symbolic mathematical expressions.

Usually, those libraries are capable of some calculus operations (differentiation, integration, finding the limit, etc.) and numeric manipulations.

The idea is to avoid floating number operations by computing the exact result instead.

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This repository hosts a progressive series of implementations (Code_v1, Code_v2, and beyond) for deterministic β*-optimization in the Information Bottleneck framework. Includes symbolic fusion, multi-path inference, and Alpay Algebra–driven critical point validation (β* = 4.14144).

  • Updated May 15, 2025
  • Python
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