The image features a Python code snippet implementing the Support Vector Machine (SVM) algorithm. This class includes methods for model initialization, hinge loss and cost computation, gradient calculation, and model fitting. Additionally, it covers prediction and accuracy evaluation. The clean, organized code offers a visually appealing and practical guide for anyone interested in mastering this powerful machine learning technique.
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