Open Source Collaboration Tensorflow Dev Summit 2018

Summary

Edd Wilder-James announces a new set of mailing lists to help communication and Magenta explores the role of ML in the process of creating art and music. This involves developing new deep learning and ... Clemens Mewald and Raz Mathias present TFX, which is an end-to-end ML platform built around Cory McLean announces the launch of Nucleus, a library of Python code for reading, writing, and filtering common genomics file ... Andrew Gasparovic and Jeremiah Harmsen dicuss TF Hub, a new library built to foster the publication, discovery, and ... Alex Passos discusses Eager Execution, which provides a simpler, more intuitive interface to Sarah Sirajuddin and Andrew Selle discuss We have seen tremendous advances in many different areas of machine learning. The use of Chris Lattner and Richard Wei unveil Swift for Ian Langmore reconstructs plasma temperature, density, and B-field from measurements in Igor Saprykin offers a way to train models on one machine and multiple GPUs and introduces an API that is foundational for ... Getting the most out of Machine Learning models requires careful tuning of many knobs. In this short talk, Vijay Vasudevan ...