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FizzBuzz-in-Tensorflow-and-Keras

University at Buffalo, CSE574: Introduction to Machine Learning

Project 1.1

Overview

  • If an integer is divisible by 3, then the output should be Fizz.
  • If the integer divisible by 5 the output should be Buzz.
  • An integer divisible by both 3 and 5 should return an output of FizzBuzz.
  • If an integer is not divisible by 3 or 5 or 15, it should simply print Other.

Implemented this classification problem using neural networks.

Software Used

Python, Keras, Tensorflow

Results

95% accuracy

Visual

Tensorboard Visualization of the Neural Network Tensorboard Visualization of the Neural Network

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FizzBuzz implementation in Tensorflow and Keras

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  • Jupyter Notebook 99.3%
  • Python 0.7%