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In this repository, Support Vector Machine classifier is implemented using scratch Python. Jupyter Notebook File explains each step and many commands have been added just for the sake of understanding ...

svm_from_scratch.py: Code for training a linear SVM on a synthetic dataset. non-linear_svm_from_scratch: Code for training a nonlinear SVM with polynomial kernel and gaussian kernel.