TensorPlates: Templates for TensorFlow Projects
To accompany my tutorial on TensorFlow for Researchers, I created a set of templates for developing TensorFlow projects. You can find them on github in a project called TensorPlates
The best way to understand the templates is to read the tutorial or see the summary section of the tutorial.
There are main templates:
- prepare_tfrecord.py - for converting data into TFRecord format
- model.py - for defining a model and its hyper-parameters
- train.py - for loading data, a model, and training
You can also make a copy of the full project template directory.