TensorFlow Patterns is a collection of patterns in the spirit of Christopher Alexanders Timeless Way of Building. The project seeks to catalog developer experience and distill patterns that can improve our use of TensorFlow.
Start by checking out the patterns. If you see some that you like, try them and experience them directly. If you have some experience to share, it's easy to contribute back!
TensorFlow Patterns is an open community project that encourages contributions from any and all. If you'd like to contribute please check out the project's super straight forward contribution policy.
Alexander's method for identifying and describing patterns centers on human emotions rather than design philosophies or edicts. In that spirit, we outline a simple method for the patterns:
Every pattern must be defined with the following:
Patterns may also include:
When creating patterns, start with the Pattern Template and make changes as needed.