Question: Implement SVM and Perceptrons from Scratch (5 points) Use the simple dataset (using makeblobs function) that we used in the SVM demo (https://colab.research.google.com/drive/1z368aCHvKDy92E0dJXtQnTFgF301HOWo). Implement the

Implement SVM and Perceptrons from Scratch (5 points) Use the simple

Implement SVM and Perceptrons from Scratch (5 points) Use the simple dataset (using makeblobs function) that we used in the SVM demo (https://colab.research.google.com/drive/1z368aCHvKDy92E0dJXtQnTFgF301HOWo). Implement the Perceptron Loss and Hinge Loss functions. Next, implement a simple subgradient descent algorithm and optimize the perceptron and hinge losses. Compare the solutions obtained by the two

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