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deep-learning-and-practices's Introduction

NCTU_DL

Plagiarism is a very very serious offense.
Please Finish homework by yourself.

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

  • Paper Presentation: Deep Reinforcement Learning for Discrete Action Space

  • Final Project: Solving physical problems with Deep Reinforcement Learning

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