Machine-Learning-Algorithms-and-Theory

Common machine learning algorithms and underlying theory

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
MDS_and_Isomap		MDS_and_Isomap
knn		knn
spectral_clustering		spectral_clustering
MDS_and_Isomap.ipynb		MDS_and_Isomap.ipynb
README.md		README.md
SVM_theory.ipynb		SVM_theory.ipynb
brainwave_regression.ipynb		brainwave_regression.ipynb
k-foldCV_analysis.ipynb		k-foldCV_analysis.ipynb
kernel_svm.ipynb		kernel_svm.ipynb
linear_and_ridge_regression.ipynb		linear_and_ridge_regression.ipynb
logistic_regression_and_SVM.ipynb		logistic_regression_and_SVM.ipynb
logistic_regression_basics.ipynb		logistic_regression_basics.ipynb
pca.ipynb		pca.ipynb
spectral_clustering.ipynb		spectral_clustering.ipynb

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