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Update and rename VI_LV_Fail_Try2.jl to BayesiaNODE_VarInference_LV.jl
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RajDandekar authored Dec 12, 2020
1 parent 828b7f5 commit 02eea99
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41 changes: 0 additions & 41 deletions VI_LV_Fail_Try2.jl → BayesiaNODE_VarInference_LV.jl
Original file line number Diff line number Diff line change
Expand Up @@ -163,44 +163,3 @@ display(pl)
savefig("C:/Users/16174/Desktop/Julia Lab/MSML2021/LV_VI_fail_plot2.pdf")



















###############ALL ABOUT LOSS . IT SHOULD BE NOTED THAT VI CANNOT HAVE A CHAIN############

Loss_all = rand(500)

for i = 1:length(Loss_all)
Loss_all[i] = loss_neuralode(post[:,i])[1]
end

density(Loss_all)

#=
samples_reduced = post[1:5, :]
samples_reshape = reshape(samples_reduced, (500, 5, 1))
Chain_LV = Chains(samples_reshape)
plot(Chain_LV)
savefig("C:/Users/16174/Desktop/Julia Lab/Bayesian Neural ODE/Spiral_DiagnosisPlot1.pdf")
autocorplot(Chain_LV)
savefig("C:/Users/16174/Desktop/Julia Lab/Bayesian Neural ODE/Spiral_DiagnosisPlot2.pdf")

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