Course Website: http://speech.ee.ntu.edu.tw/~tlkagk/courses_ML20.html

Hw1: Regression - PM2.5 Prediction (Report) (Kaggle Website)

Hw2: Classification - Binary Income Prediction (Report) (Kaggle Website)

Hw3: Convolutional Neural Network (CNN) - Image Classfication (Top2 accuracy in class!) (Report) (Kaggle Website)

Hw4: Recurrent Neural Network (RNN) - Emotion Classification (Report) (Kaggle Website)

Hw6: Adversarial Attack (Report)

Hw7: Network Compression (Top2 accuracy in class!) (Report) (Kaggle Website)

Hw8: Seq2seq for Machine Translation (Best Report Award in class!) (Report)

Hw9: Unsupervised Learning - Dimension Reduction (Report) (Kaggle Website)

Hw10: Anomaly Detection (Report) (Kaggle Website)

Hw12: Transfer Learning - Domain Adaptation (Report) (Kaggle Website)