2019 IITP AI program, CMU Machine Learning for Text Mining 2019 FALL(11-441/641/741)
HW1: (Python) GPR,QTSPR,PTSPR implementation
HW2: (Python) Simple CNN,RNN implementation
HW3: (Python) User,item similarity and Matrix Factorization implementation for rating prediction using Netflix dataset
HW4: (Python) mini-batch Stocastic, Newton method implementation
HW5: (Python) Yelp bigdata processing from scratch