ML-course-homeworks

implementation of Linear Regression and L2/L1 regularizations

implementation of Decision tree from scratch

implementation of eigenfaces and face recognition by using SVM model

implementation of Adaboost method

implementation of MLP from scratch

implementation of MLP in pytorch and training model on EFGI dataset

implementation of CNN on CIFAR-10 dataset

implementation of Autoencoders for representation learning on genomes dataset

implementation of image captioning by using RNN architecture in TensorFlow