Machine Learning Homework, learning by myself
HW1: Regression, predict PM2.5 by linear regression with gradient descent
HW2: Classification, predict wealth by logistic regression and probabilistic generative model
HW3: CNN, Image Sentiment Classification
HW4: Explained CNN
HW6: Sentiment Analysis in twitter, using LSTM and some NLP technique
HW7: Unsupervised Learning, using PCA and autoencoder
HW8: Network compression, using Mobilenet