j-min / tf_tutorial_plus

Tutorials for TensorFlow APIs the official documentation doesn't cover

TensorFlow Tutorial +

Tutorials for TensorFlow APIs the official documentation doesn't cover

TF Version: 1.1

Contents (To be updated)

RNN and Seq2Seq

• RNNCell and its variants
• tf.contrib.legacy_seq2seq
• tf.contrib.seq2seq

Datatypes

• tf.SpareTensor

Save_Restore

• List of uninitialized variables
• Partial Initialization / Restore (for uninitialized variables)

Math operations

• tf.contrib.distributions

Shape Transformations

• nest

Normalization

• Batch Normalization