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Deep Neural Net on MNIST Data.ipynb
README.md
custom_model.py
dnn_model.py
setup.sh

README.md

Intro to TensorFlow

This blog post covers how to create your first deep neural net using TensorFlow. In it we covered the following:

  • Goals of blog series
  • General deep learning code frameworks and code breakouts
  • Initial Deep Neural Network (DNN) using the pre-packaged DNNClassifier in tf.contrib.learn
  • Custom DNN replicating the architecture of the DNNClassifier using tf.contrib.layers

Running the Code

To run the code either follow the steps on the blog post or simply run:

./setup.sh

Then run the following code or launch the jupyter notebook:

python dnn_model.py
python custom_model.py