keyu-Li / MLDS_2019spring

HW from MLDS

MLDS_2019spring

HW from MLDS

HW1 Why Deep??

1. Why Deep Structure?---Not uploaded
2. Optimilation---Not uploaded
3. Generalization---See detail in HW1/1-3

HW2 Sequnce to Sequence Model

1. LSTM on Video Caption---See detail in 2/2-1
2. Chatbot---See detail in 2/2-2

HW3 GAN

1. GAN model---See detail in HW3/3-1
2. Text 2 Image Generation---See detail in HW3/3-2
3. Cycle GAN---Not uploaded

HW4 Reinforcement Learning

1. Policy Gradient---See detail in HW4/
2. Deep Q learning---See detail in HW4/
3. A3C---See detail in HW4/