AlgebraicJulia / AlgebraicJulia/ModelExploration.jl

Implement circuit example

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描述

The example begins with picking a particular boolean function of, say, 5-10 variables. The goal is to find a circuit that computes this function. We need an evaluation method, stopping criteria, a model space of circuits (schema and dimensions).

One interesting thing about this example is that, by collecting data on **why** a particular model fails, we might be able to use that info to more efficiently explore the search space (loss function result being a vector, not just a scalar, in a sense)

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