TensorFlow Model Garden

This team's goal is to create a standard for worldwide machine learning model development. We are creating high-quality implementations of state-of-the-art machine learning models.

Advisors:

Description:

TensorFlow is a software framework for machine learning. Many people have published open-source implementations of various machine learning algorithms. However, there is no commonly agreed-upon structure, documentation template, coding style, or procedure for reproducibility.  This team will create templates and sample implementations of recently published machine learning methods. The team will meet researchers and engineers from the Google TensorFlow team when needs arise.

Website: http://davisjam.github.io

Relevant Technologies:

  • TensorFlow
  • Python
  • Machine learning, Software engineering, Computer programming

Prerequisites:

The members are expected to have finished at least one programming class. They should be competent in Python and ready to develop fluency.

Meeting Times:

Fall 2021: TBD