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Various concepts of neural networks applied in python (numpy) to help people get started with AI.

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Learning-Neural-Networks (Python)

Various concepts of neural networks applied in python (numpy) to help people get started with AI.

Examples

  • Logistic Regression.
  • Logistic Regression With Regularization.
  • Simple Neural Network.
  • Neural Network With Mini Batches.
  • Neural Network With Regularization.
  • Neural Network With Gradient Check.
  • Neural Network With Dropout.
  • Neural Network With Batch Norm.
  • Neural Network With Optimization Algorithms (Momentum , RMSProp , Adam).

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Various concepts of neural networks applied in python (numpy) to help people get started with AI.

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