Machine learning, implementation of basic algorithms (PLA, pocket algorithm, linear regression, logistic regression with stochastic gradient, SVM, Dual SVM, V fold validation)
in PLA,pocket_algo.ipynb, the realization of Perceptron Learninng algo and pocket algo will be given.
in FinalMidProject.ipynb, the implementation of linear, logistic with stochastic gradient, SVM, dual SVM, v cross validation will be given