yidahuang/NTU_ML2017_Hung-yi-Lee_HW

NTU ML2017 Spring and Fall Homework Hung-yi_Li 李宏毅老师 机器学习课程作业

ML2017S+F_Hung-yi-Lee_HW

NTU ML2017 Spring and Fall Homework Hung-yi_Li 李宏毅老师

2017SCourse Website
2017FCourse Website

NTU Mechine Learning 2017 Spring and Fall total Homework

• HW0 Prerequisite

  • 矩阵乘法
  • 图像提取

• HW1 PM2.5 Prediction

  • linear regression

• HW2 Income Prediction

  • logestic regression
  • probabilistic generative model
  • keras

• HW3 Image Sentiment Classification

  • Convolution Neural Network
  • Deep Neural Network
  • Confusion Matrix
  • Saliency Map
  • Visualizing Filters

• HW4 Text Sentiment Classification

  • Processing the Sentence
  • Word Embedding
  • Semi-Supervised learning
  • RNN