From a6d09097b1ff2aefe7c6688aec24e65742e83774 Mon Sep 17 00:00:00 2001 From: Pat Alt <55311242+pat-alt@users.noreply.github.com> Date: Wed, 9 Aug 2023 21:55:34 +0200 Subject: [PATCH] done --- .gitignore | 3 +- dev/rebuttal/support.pdf | Bin 72842 -> 154304 bytes dev/rebuttal/support.qmd | 23 +++++- dev/rebuttal/www/fmnist_boot.png | Bin 8686 -> 19135 bytes dev/rebuttal/www/fmnist_boot_lenet.png | Bin 0 -> 6545 bytes dev/rebuttal/www/fmnist_dress.png | Bin 7949 -> 21186 bytes dev/rebuttal/www/fmnist_pullover.png | Bin 0 -> 22195 bytes dev/rebuttal/www/fmnist_pullover_lenet.png | Bin 0 -> 8737 bytes dev/rebuttal/www/mnist_0to3_28.png | Bin 0 -> 27526 bytes dev/rebuttal/www/mnist_0to3_29.png | Bin 0 -> 27289 bytes dev/rebuttal/www/mnist_0to3_30.png | Bin 0 -> 28142 bytes dev/rebuttal/www/mnist_1to4_25.png | Bin 0 -> 24622 bytes dev/rebuttal/www/mnist_1to4_26.png | Bin 0 -> 25858 bytes dev/rebuttal/www/mnist_1to4_27.png | Bin 0 -> 26773 bytes dev/rebuttal/www/mnist_1to7_22.png | Bin 0 -> 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create mode 100644 dev/rebuttal/www/mnist_1to7_22.png create mode 100644 dev/rebuttal/www/mnist_1to7_23.png create mode 100644 dev/rebuttal/www/mnist_1to7_24.png create mode 100644 dev/rebuttal/www/mnist_2to3_13.png create mode 100644 dev/rebuttal/www/mnist_2to3_14.png create mode 100644 dev/rebuttal/www/mnist_2to3_15.png create mode 100644 dev/rebuttal/www/mnist_4to1_10.png create mode 100644 dev/rebuttal/www/mnist_5to8_16.png create mode 100644 dev/rebuttal/www/mnist_5to8_17.png create mode 100644 dev/rebuttal/www/mnist_5to8_18.png create mode 100644 dev/rebuttal/www/mnist_6to5_19.png create mode 100644 dev/rebuttal/www/mnist_6to5_20.png create mode 100644 dev/rebuttal/www/mnist_6to5_21.png create mode 100644 dev/rebuttal/www/mnist_7to2_4.png create mode 100644 dev/rebuttal/www/mnist_7to2_5.png create mode 100644 dev/rebuttal/www/mnist_7to2_6.png diff --git a/.gitignore b/.gitignore index 66c97be1..e4420b30 100644 --- a/.gitignore +++ b/.gitignore @@ -214,4 +214,5 @@ 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bottom=10mm + - left=10mm + - right=10mm --- +\pagenumbering{gobble} -{#fig-mnist-1 width="80%"} +::: {#fig-fmnist layout="[[-1,10,-1], [-1,10,-1], [-1,10,-1], [20,-1,20,-1,20]]"} -{#fig-mnist-2 width="80%"} +{#fig-mnist-1 width="50%"} -<!-- {#fig-mnist-3 width="75%"} --> \ No newline at end of file +{#fig-mnist-2 width="50%"} + +{#fig-mnist-3 width="50%"} + +{#fig-fmnist-dress width="5cm"} + +{#fig-fmnist-pullover width="5cm"} + +{#fig-fmnist-boot width="5cm"} + +Qualitative examples for MNIST and Fashion-MNIST. **MNIST** (@fig-mnist-1 to @fig-mnist-3): Top row: ECCCo. Bottom row: Wachter. The different underlying models across columns: (a) MLP, (b) Small Ensemble $n=5$, (c) Large Ensemble $n=50$, (d) LeNet-5, (e) JEM, (f) JEM Ensemble. **Fashion-MNIST** (@fig-fmnist-dress to @fig-fmnist-boot): The underlying classifier is a small ensemble of 5 MLPs with one hidden layer. 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z+ckZGPL4a>&Hvs_lM)gOTJ5u9nTW`1A`Oc>jT=vjT&>6y=;m7b@NGGSuV+eBXzVe< z6DW{AKB8G!SiB-6sWk(*w91=RF}ADYhqvfIV*M?r_Sx;IYiMX8BF`-USo74J19Yn( zBK%bgf&*TW=686Y2W3Evch_#m*$`8Z|HqdJWDP;CxoLD&1#$J^ZFARcP<j0fF8ZI6 u2Z@a*3X>;S{Lt-(|7@ZBKjSc3_yXiRomAoFLhZyy`OR#%>BH?VXa5(ee4-fu diff --git a/notebooks/fmnist.qmd b/notebooks/fmnist.qmd index bf73c90d..d10e88b4 100644 --- a/notebooks/fmnist.qmd +++ b/notebooks/fmnist.qmd @@ -177,8 +177,21 @@ model_performance ``` ```{julia} +label_names = [ + "T-shirt/top", + "Trouser", + "Pullover", + "Dress", + "Coat", + "Sandal", + "Shirt", + "Sneaker", + "Bag", + "Boot", +] + function plot_fmnist( - x::Union{AbstractArray, Int}=x_factual, target::Int=target; + x::Int=3, targets::Vector{Int}=[1]; generator = ECCCoGenerator(), rng::Union{Int,AbstractRNG}=Random.GLOBAL_RNG, T::Int = 100, @@ -186,16 +199,15 @@ function plot_fmnist( model=model_dict["Ensemble"], img_height::Int = img_height, test_data::Bool = false, + init::Symbol = :identity, + noise::Float32 = 0.0f0, kwrgs..., ) # Setup: Random.seed!(rng) - if x isa Int - x_fact = counterfactual_data.X[:,rand(findall(labels.==x))][:,:] - else - x_fact = x - end + x_fact = counterfactual_data.X[:,rand(findall(labels.==x))][:,:] + x_fact = pre_process(x_fact, noise=noise) if test_data data = load_mnist_test() @@ -203,30 +215,36 @@ function plot_fmnist( data = counterfactual_data end - ce = generate_counterfactual( - x_fact, target, data, model, generator; - decision_threshold=γ, max_iter=T, - initialization=:identity, - converge_when=:generator_conditions, - ) - # Plot: p1 = Plots.plot( convert2image(MNIST, reshape(x_fact,28,28)), axis=([], false), size=(img_height, img_height), - title="Factual" + title="$(label_names[x+1]) (factual)", + dpi=300 ) - _x = CounterfactualExplanations.counterfactual(ce) - p2 = Plots.plot( - convert2image(MNIST, reshape(_x,28,28)), - axis=([], false), - size=(img_height, img_height), - title="Counterfactual" - ) - - plt = Plots.plot(p1, p2; size=(img_height*2,img_height), layout=(1,2), kwrgs...) + plts = [p1] + + for t in targets + ce = generate_counterfactual( + x_fact, t, data, model, generator; + decision_threshold=γ, max_iter=T, + initialization=init, + converge_when=:generator_conditions, + ) + _x = CounterfactualExplanations.counterfactual(ce) + plt = Plots.plot( + convert2image(MNIST, reshape(_x,28,28)), + axis=([], false), + size=(img_height, img_height), + title="$(label_names[t+1])", + dpi=300 + ) + plts = [plts..., plt] + end + + plt = Plots.plot(plts..., size=(img_height*length(plts),img_height), layout=(1,length(plts)), kwrgs...) return plt end @@ -235,7 +253,27 @@ end ```{julia} -rng = rand(1:10000) -factual = 3 -plt = plot_fmnist(3, 1, rng=rng) -``` \ No newline at end of file +rng = 42 +gen = ECCCoGenerator( + λ=[0.1,0.30,0.30], + nsamples=25, + nmin=10, +) +plts = [] + +plt = plot_fmnist(3, [1]; rng=rng, generator=gen, img_height=200) +display(plt) +push!(plts, plt) +savefig(plt, "dev/rebuttal/www/fmnist_dress.png") + +plt = plot_fmnist(9, [5]; rng=rng, generator=gen, img_height=200) +display(plt) +push!(plts, plt) +savefig(plt, "dev/rebuttal/www/fmnist_boot.png") + +plt = plot_fmnist(2, [4]; rng=rng, generator=gen, img_height=200) +display(plt) +push!(plts, plt) +savefig(plt, "dev/rebuttal/www/fmnist_pullover.png") +``` + diff --git a/notebooks/mnist.qmd b/notebooks/mnist.qmd index 578a2d18..2d88f306 100644 --- a/notebooks/mnist.qmd +++ b/notebooks/mnist.qmd @@ -613,9 +613,9 @@ display(plt_additional_models) ``` ```{julia} -Random.seed!(2023) +Random.seed!(123) -λ = [0.1,0.215,0.215] +λ = [0.1,0.22,0.22] wachter = WachterGenerator( λ=λ[1], @@ -624,13 +624,18 @@ wachter = WachterGenerator( combos = [ (9,7), + (7,2), (6,0), (4,1), (2,3), (5,8), + (6,5), + (1,7), + (1,4), + (0,3) ] -n_each = 2 +n_each = 3 combos = reduce(vcat, [fill(c, n_each) for c in combos]) plts_eccco = [] @@ -684,7 +689,7 @@ for (i, (factual, target)) in enumerate(combos) p1 = plts_eccco[i] p2 = plts_wachter[i] plt = Plots.plot( - p1, p2, layout=(2,1), plot_title="Factual: $factual, Target: $target", + p1, p2, layout=(2,1), size = (1200, 400), ) display(plt) -- GitLab