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patch delta 101 zcmdnC(01EG+lCg#7N!>F7M3lnaWdP_uIEdV+Wztk-@WkmI2l$TW&>h&Am-Q}C&Oue xa=XE4zMYKQr#|ImWZbTQiVsL0SK)uB-9GghClGT1F*gwNY@hm!*Zd@-F97A&D7gRt delta 101 zcmdnC(01EG+lCg#7N!>F7M3lnaWd`m`dERO4T#x+m}C3AK2GzK+xsH97#Z8^+qr<4 x8;E&;n0I@9JD=If?Xfbf$x_?<qkt;5Uk&Hl$+-Q18SB09?GvK8-f1)X0s#K-C!GKQ diff --git a/artifacts/results/mnist_vae_weak.jls b/artifacts/results/mnist_vae_weak.jls index 95053840467a78ebab6998e996a42fdcca25bc42..b297bd7255683243eb19f6ba6d2cd3c9019d689f 100644 GIT binary patch delta 59 zcmbO?gJ<3ho`x-qb*$6H{xBA{i~eKWF8Yt@2Jdvgzl_JH*Re7dPWS%}WWD8PHrW1- Pl`-+_^!7iD#~6J9@2VMf delta 59 zcmV-B0L1^Em<*nn41lx&eg&6~6asO#_Z0$Q^_Tw?0>_tr1p#rFR|^Bim&OwU$cOI* R0k`i30@w|g#uWlE0Zq}F7XAPL diff --git a/notebooks/mnist.qmd b/notebooks/mnist.qmd index cbb32310..c1fb622c 100644 --- a/notebooks/mnist.qmd +++ b/notebooks/mnist.qmd @@ -520,7 +520,8 @@ bmk = benchmark( generators=generator_dict, measure=measures, suppress_training=true, dataname="MNIST", - n_individuals=100, + n_individuals=5, + factual=0, target=1, initialization=:identity, ) @@ -533,6 +534,6 @@ Serialization.serialize(joinpath(output_path, "mnist_benchmark.jls"), bmk) @group_by(dataname, generator, model, variable) @summarize(mean=mean(value),sd=std(value)) @ungroup - @filter(variable == "distance_from_targets") + @filter(variable == "distance_from_energy") end ``` \ No newline at end of file diff --git a/paper/paper.pdf b/paper/paper.pdf index 661c91d583d80ffd8c84daf9afdd5d5f7c4f5ede..4444c69eb76435de66017be4153aaa16f3728b2b 100644 GIT binary patch delta 19397 zcmcJ%2UJsA*EM`2SMb_U5fBh!4I({2kZuD-6A)2)k={Xi=jcU6x)>lts(|!frHeE} z6+*8H(t9VA@a>>pz0dQ$<NL=q#_t#wa@yXj%r)0sCl*#RHWV;E$%Ac2{mI8KD2zK> zy#Eq3;QapdL%h^uf=ujHl?P|8UG1q<Kzu@p&YX$myL74Q51#`E&r$JwIHh`vhUwyy zF9+&lWByK>NlnYS^zsw(09ECcKW}fy>dR9<zv?lMUA`x;I$&>OHPq)`GQZ=tyHF`N zq?OX5K3*D~k)oA#_2xgn;*D&Un}p#Iw7n=`)SSn0Gu~vbVwc=~x8Jr!0`>fGMZe>a zJAdg2WO4Ag$(uSjB))b+c)$*eIg5PdMqZBIoiUO!6Z>?a(U-UU{VsVc8X}W0yQ|5G 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zL@5%bNK_$Fh1BILKQH8M-2bHbA311+?+RsZWOH<KWnpa!Wo~3|VrmL=bYXIIcyeWC R3Ntt}HZ(X2B_%~qMhYBH5+wit diff --git a/src/penalties.jl b/src/penalties.jl index 820b2f3b..3afe195f 100644 --- a/src/penalties.jl +++ b/src/penalties.jl @@ -38,7 +38,7 @@ end function distance_from_energy( ce::AbstractCounterfactualExplanation; - n::Int=10, niter=60, from_buffer=true, agg=mean, kwargs... + n::Int=10, niter=100, from_buffer=true, agg=mean, kwargs... ) conditional_samples = [] ignore_derivatives() do @@ -64,7 +64,7 @@ end function distance_from_targets( ce::AbstractCounterfactualExplanation; - n::Int=100, agg=mean + n::Int=1000, agg=mean ) target_idx = ce.data.output_encoder.labels .== ce.target target_samples = ce.data.X[:,target_idx] |> -- GitLab