GitHub - EtienneDesticourt/SVM-Kernel-exploration: Implementing and trying different kernels for support vector machines

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Implementing and trying different kernels for support vector machines

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
.gitignore		.gitignore
.project		.project
.pydevproject		.pydevproject
Classifier.py		Classifier.py
README		README
TestClassifier.py		TestClassifier.py
TestClassifier2.py		TestClassifier2.py
figure_1.png		figure_1.png
figure_10.png		figure_10.png
figure_11.png		figure_11.png
figure_2.png		figure_2.png
figure_3.png		figure_3.png
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figure_5.png		figure_5.png
figure_6.png		figure_6.png
figure_7.png		figure_7.png
figure_8.png		figure_8.png
figure_9.png		figure_9.png

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Application of the support vector machine algorithm to identify block ciphers.
Very interesting project but didn't have time to finish it.

Possible ameliorations: Fix the sigmoid kernel, add soft margin.

Skills acquired: SVMs, SVM kernels
Skills consolidated: numpy, matrix operations, going from scalar operations to matricial operations, plotting (matplotlib)