GitHub - Shesh6/CS156--Machine-Learning-for-Science-and-Profit: Concentration course on Machine Learning, taken in fall 2018.

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
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Assignment 1 - Regression and Classification.ipynb		Assignment 1 - Regression and Classification.ipynb
Assignment 1 - Regression and Classification.pdf		Assignment 1 - Regression and Classification.pdf
Assignment 2 - Loan Classification.ipynb		Assignment 2 - Loan Classification.ipynb
Assignment 2 - Loan Classification.pdf		Assignment 2 - Loan Classification.pdf
Assignment 3 - Dimensionality Reduction (PCA and LDA).ipynb		Assignment 3 - Dimensionality Reduction (PCA and LDA).ipynb
Assignment 3 - Dimensionality Reduction (PCA and LDA).pdf		Assignment 3 - Dimensionality Reduction (PCA and LDA).pdf
Assignment 4 - Multiclass Classification.ipynb		Assignment 4 - Multiclass Classification.ipynb
Assignment 4 - Multiclass Classification.pdf		Assignment 4 - Multiclass Classification.pdf
Assignment 5 - Generative Models and Density Estimation.ipynb		Assignment 5 - Generative Models and Density Estimation.ipynb
Assignment 5 - Generative Models and Density Estimation.pdf		Assignment 5 - Generative Models and Density Estimation.pdf
Assignment 6 - Dimensionality Reduction and Reproduction.ipynb		Assignment 6 - Dimensionality Reduction and Reproduction.ipynb
Assignment 6 - Dimensionality Reduction and Reproduction.pdf		Assignment 6 - Dimensionality Reduction and Reproduction.pdf
C156 Pre-Class Work 131 - The Kernel Trick.ipynb		C156 Pre-Class Work 131 - The Kernel Trick.ipynb
CS156 Extra Credit - Kernel Tricks.ipynb		CS156 Extra Credit - Kernel Tricks.ipynb
CS156 Pre-Class Work 141 - Hopfield Networks.ipynb		CS156 Pre-Class Work 141 - Hopfield Networks.ipynb
CS156 Pre-Class Work 81 - Training Complexity.ipynb		CS156 Pre-Class Work 81 - Training Complexity.ipynb
CS156 Pre-Class Work 91 - Gaussian Processes.ipynb		CS156 Pre-Class Work 91 - Gaussian Processes.ipynb
Final Project - CNN Computer Vision.ipynb		Final Project - CNN Computer Vision.ipynb
Final Project - CNN Computer Vision.pdf		Final Project - CNN Computer Vision.pdf
Final Project - Wumpus World 3D.zip		Final Project - Wumpus World 3D.zip

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