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aiadamclassification's Introduction

AIAdamClassification

Machine Learning Classification using Adam Optimizer.

The code is written using numpy library to achieve the following:

  • Randomized initial weights (lines 18-24).
  • Created a sigmoid layer for forward pass (lines 34-42).
  • Trained NN with Adam's optimizer.
  • Sample input (lines 56-73). *Data could be obtained from http://yann.lecun.com/exdb/mnist/
  • Stopping criteria (line 76 and 77).
  • Customisable hidden layers numbers and nodes (line 78).

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