tensorflow-stubs: experimental typing stubs for tensorflow

This repository exists for developing PEP 484 compatible typing annotations for tensorflow.

This package is called "tensorflow-stubs" in compliance with PEP 561. This allows work to be done on the type annotations from outside the tensorflow library as tensorflow currently does not have type annotations.

Please note: This is very much a work in progress, pull requests are very welcome!

Vague roadmap

• Build tests using working/verified production code that will enable us more confidence in building our type stubs
• Create stubs for all tensorflow functions, even if these have types that are too generic such as Any. We can then create issues when such code is found and make changes to specify the types.
• Make more specific typing with an aim of getting good coverage of all the most important parts (for example the Tensor class and any other foundational components)

Contributors

Tensorflow stubs has been built based on the code contributions of:

• Janis Lesinskis
• acvander
• Aapeli Vuorinen