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DeepLearning-Course

This repo contains the Deeplearning Course notebook of the Datahammer in 2019.6 for China Telecom.

Main Context:

  • TensorFlow Tutorial
  • RNN Classification
  • CNN Classification
  • GAN (DCGAN, CycleGAN)
  • Text Generator
  • Reinforcement Learning

Requirements:

  • Tensorflow-gpu 1.10.0 or 1.12.0
  • CUDA9.0 / Cudnn7.0
  • Matplotlib
  • tqdm
  • gym[all]
  • keras or tensorflow.keras

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DeepLearning Course (RL, RNN, CNN, TextGen)

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  • Jupyter Notebook 79.3%
  • Python 20.7%