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nctu_dl's Introduction

NCTU_DL

Version control for my deep learning course.

  • Lab02_Tensorflow tutorial
  • Lab03_CNN(Network In Network, NIN) in cifar10
  • Lab04_Various activations + Batch normalization + Weight Initialization
  • Lab05_Retrain VGG19 on Cifar-10
  • Lab06_RNN seq2seq
  • Lab07_Caption generation with visual attention
  • Lab08_Temporal Difference Learning 2048
  • Lab09_Deep Q Network
  • Lab10_Deep Deterministic Policy Gradient
  • Final Project: Solving physical problems with Deep Reinforcement Learning
  • Paper Presentation: Deep Reinforcement Learning for Discrete Action Space

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