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Repo for the 'Implementing ANNs with Tensorflow' lecture

Contains solutions for all assignments

  • hand crafted MLP with forward and backward pass
  • Convolutional networks (Generic, ResNet, DenseNet, fully convolutional)
  • Generative adversatial networks
  • Autoencoders (Generic, VAE)
  • Recurrent Neural Networks (Generic, LSTM, GRU)
  • Attention Networks (Transformer)
  • Speech recognition networks (CBOW, SkipGram)

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  • Jupyter Notebook 99.9%
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