From 85824d65c5b75b9292fce126a010bbed251c8852 Mon Sep 17 00:00:00 2001
From: Pat Alt <55311242+pat-alt@users.noreply.github.com>
Date: Thu, 6 Apr 2023 10:31:34 +0200
Subject: [PATCH] bloody jupyter seriously

---
 notebooks/mnist.qmd |  11 +++++------
 www/cce_mnist.png   | Bin 14753 -> 14872 bytes
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/notebooks/mnist.qmd b/notebooks/mnist.qmd
index 2e26b220..9b29c996 100644
--- a/notebooks/mnist.qmd
+++ b/notebooks/mnist.qmd
@@ -21,7 +21,7 @@ clf = NeuralNetworkClassifier(
     epochs=epochs,
     batch_size=Int(round(n_obs/10))
 )
-conf_model = conformal_model(clf; method=:simple_inductive, coverage=.99)
+conf_model = conformal_model(clf; method=:adaptive_inductive, coverage=.99)
 mach = machine(conf_model, X, labels)
 fit!(mach)
 ```
@@ -44,9 +44,9 @@ dt_reduced = counterfactual_data
 
 ```{julia}
 # Set up search:
-factual_label = 9
+factual_label = 8
 x = reshape(counterfactual_data.X[:,rand(findall(predict_label(M, counterfactual_data).==factual_label))],input_dim,1)
-target = 4
+target = 3
 factual = predict_label(M, counterfactual_data, x)[1]
 γ = 0.9
 T = 100
@@ -61,7 +61,7 @@ ce_wachter = generate_counterfactual(
 
 # Generate counterfactual using CCE generator:
 generator = CCEGenerator(
-    λ=[0.0,10.0], 
+    λ=[0.0,100.0], 
     temp=0.01, 
     # opt=CounterfactualExplanations.Generators.JSMADescent(η=5.0),
 )
@@ -71,9 +71,8 @@ ce_conformal = generate_counterfactual(
     initialization=:identity,
     converge_when=:generator_conditions,
 )
-```
 
-```{julia}
+# Plot:
 p1 = Plots.plot(
     convert2image(MNIST, reshape(x,28,28)),
     axis=nothing, 
diff --git a/www/cce_mnist.png b/www/cce_mnist.png
index 100266f6f837ace4fedc8fc475fa6c04909501bf..1fdc26992789f5fc8ee7cd93a4039db059e22b2a 100644
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