/ML2018SPRING

Machine Learning, Spring 2018 @NTUEE

Primary LanguagePython

ML2018SPRING

Machine Learning, 2018 spring at Nation Taiwan University

hw1 PM 2.5 prediction

hw2 Income Prediction

  • Logistic regression
  • binary classification
  • kaggle

hw3 Image Sentiment Analsis

  • Convolution Neural Network
  • multi-label classification
  • kaggle

hw4 Unsupervised Learning

  • PCA & TSNE
  • Dimension Reduction
  • kaggle

hw5 Text Sentiment Analysis

  • Word Embedding
  • LSTM & RNN
  • kaggle

hw6 Movie Recommendation

Final - Freesound General-Purpose Audio Tagging Challenge

  • predict the audio classification label for the audio files
  • Dataset: Freesound Dataset Kaggle 2018
  • kaggle