FluxContinuation.jl

Learning state-space targets in dynamical systems
Author gszep
Popularity
11 Stars
Updated Last
1 Year Ago
Started In
September 2019

FluxContinuation.jl

This library implements the method described in Szep, G. Dalchau, N. and Csikasz-Nagy, A. 2020. "Inference of Bifurcations with Differentiable Continuation" [pre-print work in progress] using parameter continuation library BifurcationKit.jl and auto-differentiation Zygote.jl. This way continuation methods can be used as layers in machine learning proceedures, and inference can be run on problems directly on the geometry of state space. Watch my JuliaCon video for a description of the work so far :)

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