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Explore different backends for the GEP part #9

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ma-sadeghi opened this issue Sep 14, 2023 · 1 comment
Open

Explore different backends for the GEP part #9

ma-sadeghi opened this issue Sep 14, 2023 · 1 comment
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@ma-sadeghi
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Currently, we're using EquivalentCircuits.jl as our GEP backend. There's another one called PySR (that's more of a symbolic equation regression tool, but I think it can be adapted to our needs. The major possible upside is that PySR is heavily optimized and might give us some free speed ups by just switching backends.
@ma-sadeghi ma-sadeghi added the proposal Proposal that needs discussion label Sep 14, 2023
@ma-sadeghi
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MAP_elites.jl (by Maxime) is another alternative, currently being explored/evaluated by @RunzeZhang123 and myself. It's essentially a fast alternative backend for EquivalentCircuits.jl.

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