TFX: A TensorFlow-based production scale machine learning platform

October 3, 2017 ~ Adrian Colyer ~ 6 Comments

TFX: A TensorFlow-based production scale machine learning platform Baylor et al., KDD'17 What world-class looks like in online product and service development has been undergoing quite the revolution over the last few years. The series of papers we've been looking at recently can help you to understand where the bar is (it will have moved ... Continue Reading

Google Vizier: A service for black-box optimization

October 2, 2017 ~ Adrian Colyer ~ 3 Comments

Google Vizier: a service for black-box optimization Golovin et al., KDD'17 We finished up last week by looking at the role of an internal (or external) experimentation platform. In today's paper Google remind us that such experimentation is just one form of optimisation. Google Vizier is an internal Google service for optimising pretty much anything. ... Continue Reading

the morning paper

a random walk through Computer Science research, by Adrian Colyer
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Month: October 2017

TFX: A TensorFlow-based production scale machine learning platform

Google Vizier: A service for black-box optimization