DeepLearning_TensorflowKeras

DeepLearning using keras and tensorflow

Will be updated with codes and details soon…

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Table of contents

• Classical Neural Network
  • Using Tensorflow
  • Using Keras, functional API
• Convolutional Neural Network
  • Training from scratch
  • Transfer Learning: Using pre-trained networks
  • Regularization
  • Visualizing the filters leanred
• Recurrent Neural Network
  • Fixed length input
  • Varible length input
• CNN-LSTM
• CNN for audio signals
• CNN Biomendical & sensor signals

• Mutitask model - Multi output

• Generative Adversarial Networks

• Reinforcement Learning

Recurrent Neural Network

Different Architectures

Valriable length of input using generators

Jupyter-Notebook

          

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