Implemented Pegasos (Modified SVM) from scratch in Python.
- Different Kernel Support:
Linear, Guassian, Polynomial. - Support for K-fold cross validation.
- Performance comparison is made with Scikit-Learn implmentation of SVM for all three Kernels on supervised learning task with feature extracted using TF-IDF scores and fastText library.