Programming with TensorFlow

The references here, deal with the details of programming and writing TensorFlow code.

Reading data and input pipeline

The first part is always how to prepare data and how to provide the pipeline to feed it to TensorFlow. Usually providing the input pipeline can be complicated, even more than the structure design!

Written resources

Visual resources


Variables are supposed to hold the parameters and supersede by new values as the parameters are updated. Variables must be clearly set and initialized.

Written Resources

Creation, Initialization

Saving and restoring

Sharing Variables

Visual Resources

TensorFlow Utilities

Different utilities empower TensorFlow for faster computation in a more monitored manner.

Written Resources


TensorFlow Debugger



Visual Resources