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Numpy Implementations of Neural Network Methods and Designs

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Numpy_Neural_Networks

  • Single Hidden Layer:
    • Implementation of a single hidden layer neural network with little to no optimization algorithms. Mainly used for reference and clarification of the essentials.
  • Deep:
    • Implementation of a deep neural network with basic optimization algorithms such as mini batch descent RMSProp, & Adam. May implement batch normalization & softmax in the future.

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