/nn-cls-1

neural network course at IAU

Primary LanguageJupyter Notebook

IAU TNB

This repository contains code examples for the neural network course at IAU: TensorFlow for Neural Network Research.

Second Session (December 14, 2017)

  • Playground (MNIST, Normal Distribution)
  • DNN (MNIST)
  • CNN (MNIST)

First Session (December 07, 2017)

  • Playground (Basic Python, Numpy, Pandas, Matplotlib)
  • MLP (Pima Indians Diabetes)
    • Pure TensorFlow
    • TensorFlow Layers API
    • TensorFlow Keras API
    • TensorFlow Estimator API