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Applied Machine Learning

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Name		Name	Last commit message	Last commit date
1. Numpy		1. Numpy
10. Expectation-Maximization for the Topic Model		10. Expectation-Maximization for the Topic Model
11. Expectation Maximization for Mixture of Normals		11. Expectation Maximization for Mixture of Normals
12. Mean Field		12. Mean Field
13. Convolutional Neural Networks		13. Convolutional Neural Networks
2. Basic Classification		2. Basic Classification
3. Classifying Images		3. Classifying Images
4. SVM using Stochastic Gradient Descent		4. SVM using Stochastic Gradient Descent
5. Regression		5. Regression
6. GLMnet		6. GLMnet
7. PCA and PCoA		7. PCA and PCoA
8. Clustering		8. Clustering
9. High-Dimensional Classification		9. High-Dimensional Classification
README.md		README.md

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CS441 @ UIUC

Applied Machine Learning

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Applied Machine Learning

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