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  1. Naive Bayes - Language Identifier :
  • Implemented classifier using NaiveBayes
  • Trained on a small data-set of 3 different languages - 'English', 'Spanish', 'Japanese'.
  1. Three Layer Neural Network
  • Implemented from scratch using Numpy for LA operations.
  • Implemented own optimizer.
  • Trained on MNIST data-set.
  1. PyTorch implementation for the above Network