2020-06-01 to 2020-08-31 intership projects at Missouri S&T under Wenqing Hu (Missouri S&T)

Project 1. SNE (Stochastic Neighbor Embedding)

Stochastic Neighbor Embedding via various optimization methods

to launch the algorithm, launch main.m

PCALearning.m, PCATest.m are used to perform the PCA

kNN.m, searchClass.m, Max.m are used to perform the k-NN algorithm

STORMoptimization.m is used to perform the SNE algorithm

Project 2. Deep Learning

Several commonly seen neural network structures for deep learning: ResNet, Convolutional Neural Network, Recurrent Neural Network