Part 8: References

TensorFlow Programmers’ Guide

TensorFlow 2017 Dev Summit Videos

TensorPlates Templates

Preparing TFRecords

Machine Learning Guru TFRecords

Daniil’s TFRecords Guide

Data

Caltech 101 Dataset

TensorFlow Data API Slides

Model

Creating Custom Estimator

Peter Roelants’ High-Level API Blog Post

Evaluation

TensorBoard: Visualizing Learning

Other

I learned a lot about TensorFlow by teaching it as a TA in Philipp Krähenbühl’s neural networks class UT CS 342.

Many thanks to Dylan Marshall for his early comments on a draft of this post.