From a30993525f62e70acc03252051b959e012cc985e Mon Sep 17 00:00:00 2001
From: Thomas Gassmann <tgassmann@student.ethz.ch>
Date: Sun, 23 Jun 2024 14:33:32 +0200
Subject: [PATCH] remove unused assets

Signed-off-by: Thomas Gassmann <tgassmann@student.ethz.ch>
---
 iml/Multi-class.tex                       |   3 ---
 iml/assets/abstention.png                 | Bin 4271191 -> 0 bytes
 iml/assets/anomaly-detection-gmm.png      | Bin 306553 -> 0 bytes
 iml/assets/asymmetric-cost.png            | Bin 462423 -> 0 bytes
 iml/assets/autoencoder.png                | Bin 96379 -> 0 bytes
 iml/assets/bayesian-decision.tex          |   0
 iml/assets/bias-variance-tradeoff.png     | Bin 44017 -> 0 bytes
 iml/assets/cnn.png                        | Bin 628511 -> 0 bytes
 iml/assets/conditional-probability.png    | Bin 37521 -> 0 bytes
 iml/assets/cross-validation.png           | Bin 40733 -> 0 bytes
 iml/assets/decision-tree.png              | Bin 19434 -> 0 bytes
 iml/assets/feature-mapping.png            | Bin 77238 -> 0 bytes
 iml/assets/fp-fn-tradeoff.png             | Bin 69862 -> 0 bytes
 iml/assets/gan.png                        | Bin 452225 -> 0 bytes
 iml/assets/gaussian-conditional-prob.jpeg | Bin 190631 -> 0 bytes
 iml/assets/gmm.png                        | Bin 246358 -> 0 bytes
 iml/assets/gmmb.jpeg                      | Bin 630416 -> 0 bytes
 iml/assets/gnb.jpeg                       | Bin 382925 -> 0 bytes
 iml/assets/gradient-descent.png           | Bin 152760 -> 0 bytes
 iml/assets/k-means.png                    | Bin 46128 -> 0 bytes
 iml/assets/knn.png                        | Bin 88312 -> 0 bytes
 iml/assets/linear-classifiers.png         | Bin 40557 -> 0 bytes
 iml/assets/ml-pipeline.png                | Bin 23893 -> 0 bytes
 iml/assets/overfitting.png                | Bin 69631 -> 0 bytes
 iml/assets/pca.jpeg                       | Bin 313723 -> 0 bytes
 iml/assets/pooling.png                    | Bin 98895 -> 0 bytes
 iml/assets/qda-bigpicture.jpeg            | Bin 649446 -> 0 bytes
 iml/assets/qda.jpeg                       | Bin 816569 -> 0 bytes
 iml/assets/risk.png                       | Bin 46848 -> 0 bytes
 iml/assets/roc.png                        | Bin 75347 -> 0 bytes
 iml/assets/swiss-roll.png                 | Bin 315557 -> 0 bytes
 iml/assets/train-test-split.png           | Bin 17479 -> 0 bytes
 32 files changed, 3 deletions(-)
 delete mode 100644 iml/Multi-class.tex
 delete mode 100644 iml/assets/abstention.png
 delete mode 100644 iml/assets/anomaly-detection-gmm.png
 delete mode 100644 iml/assets/asymmetric-cost.png
 delete mode 100644 iml/assets/autoencoder.png
 delete mode 100644 iml/assets/bayesian-decision.tex
 delete mode 100644 iml/assets/bias-variance-tradeoff.png
 delete mode 100644 iml/assets/cnn.png
 delete mode 100644 iml/assets/conditional-probability.png
 delete mode 100644 iml/assets/cross-validation.png
 delete mode 100644 iml/assets/decision-tree.png
 delete mode 100644 iml/assets/feature-mapping.png
 delete mode 100644 iml/assets/fp-fn-tradeoff.png
 delete mode 100644 iml/assets/gan.png
 delete mode 100644 iml/assets/gaussian-conditional-prob.jpeg
 delete mode 100644 iml/assets/gmm.png
 delete mode 100644 iml/assets/gmmb.jpeg
 delete mode 100644 iml/assets/gnb.jpeg
 delete mode 100644 iml/assets/gradient-descent.png
 delete mode 100644 iml/assets/k-means.png
 delete mode 100644 iml/assets/knn.png
 delete mode 100644 iml/assets/linear-classifiers.png
 delete mode 100644 iml/assets/ml-pipeline.png
 delete mode 100644 iml/assets/overfitting.png
 delete mode 100644 iml/assets/pca.jpeg
 delete mode 100644 iml/assets/pooling.png
 delete mode 100644 iml/assets/qda-bigpicture.jpeg
 delete mode 100644 iml/assets/qda.jpeg
 delete mode 100644 iml/assets/risk.png
 delete mode 100644 iml/assets/roc.png
 delete mode 100644 iml/assets/swiss-roll.png
 delete mode 100644 iml/assets/train-test-split.png

diff --git a/iml/Multi-class.tex b/iml/Multi-class.tex
deleted file mode 100644
index 23097e2..0000000
--- a/iml/Multi-class.tex
+++ /dev/null
@@ -1,3 +0,0 @@
-\section*{Multi-class Hinge Loss}
-$l_{MC-H}(w^{(1)},...,w^{(c)};x,y) =\\
-\operatorname{max_{j \in \{[1,..,c]\setminus y\}}}(0,1+\text{max } w^{(j)T} x - w^{(y)T} x)$
\ No newline at end of file
diff --git a/iml/assets/abstention.png b/iml/assets/abstention.png
deleted file mode 100644
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