README

What is this repository for?

• I am going to learn how to use tensorflow and keras in one session.
• Version 0.1

How do I get set up?

1. First, implement a pure tensorflow code for a simple task, like MNIST digit recognition.
2. Do the same thing in pure Keras
3. a: Modify the pure tensorflow network by defining the model using Keras. b: Then train the network using Tensorflow optimizer.
4. See if you can load the learned weights of a Tensorflow model onto a pure Keras model (the one defined in step 2). In other words, run the tensorflow optimization and train the network and then build a pure Keras model and set its weights using the learned weights of the Tensorflow model.

Results

Done!

1. tf_mnist.py
2. keras_mnist.py
3. joint_tf_keras.py
4. tf_to_keras_weights.py