January 08, 2021 —
Posted by Ben Mathes and Neoklis Polyzotis, on behalf of the TFX Team
December 22, 2020 —
Posted by Joana Carrasqueira, TensorFlow Program Manager and Thea Lamkin, Open Source Program Manager, in collaboration with TensorFlow SIG Leads.
December 21, 2020 — A guest post by Narine Hall, Assistant Professor at Champlain College, CEO of InSpaceInSpace is a communication and virtual learning platform that gives people the ability to interact, collaborate, and educate in familiar physical ways, but in a virtual space. InSpace is built by educators for educators, putting education at the center of the platform. InSpace is designed to mirror the fluid, per…
December 18, 2020 —
Posted by Wei Wei, TensorFlow Developer Advocate
December 16, 2020 —
A guest post by Vincent D. Warmerdam and Vladimir Vlasov, Rasa
December 15, 2020 —
Posted by Wilson Lee (Machine Learning Engineering Manager at The Trevor Project), Dan Fichter (Head of AI & Engineering at The Trevor Project), Amber Zhang, and Nick Hamatake (Software Engineers at Google)
December 14, 2020 —
Posted by Goldie Gadde and Nikita Namjoshi for the TensorFlow Team
December 09, 2020 — Posted by Arno Eigenwillig, Software Engineer and Luiz GUStavo Martins, Developer AdvocateBERT and other Transformer encoder architectures have been very successful in natural language processing (NLP) for computing vector-space representations of text, both in advancing the state of the art in academic benchmarks as well as in large-scale applications like Google Search. BERT has been available …
December 08, 2020 —
Posted by Amy Hsueh, TensorFlow Partnerships Lead, and Sandeep Gupta, TensorFlow Product Manager
December 07, 2020 —
Posted by Nikita Namjoshi, Machine Learning Solutions Engineer
December 02, 2020 —
Posted by Khanh LeViet, TensorFlow Developer Advocate
November 30, 2020 —
Posted by Ruoxi Wang, Phil Sun, Rakesh Shivanna and Maciej Kula (Google)
November 27, 2020 — A guest post by Owen Lockwood, Rensselaer Polytechnic Institute Quantum mechanics was once a very controversial theory. Early detractors such as Albert Einstein famously said of quantum mechanics that “God does not play dice” (referring to the probabilistic nature of quantum measurements), to which Niels Bohr replied, “Einstein, stop telling God what to do”. However, all agreed that, to quote J…
November 23, 2020 —
Posted by Siddhant Agarwal and Biswajeet Mallik, Program Managers
November 20, 2020 —
Posted by Jason Mayes, Developer Relations Engineer for TensorFlow.js
November 18, 2020 — Posted by Karan Shukla, Software Engineer, Google Research
November 18, 2020 — Posted by Pankaj Kanwar and Fred Alcober
November 16, 2020 — Posted by Summer Misherghi and Thomas Greenspan, Software Engineers, Google Research Last December, we open-sourced Fairness Indicators, a platform that enables sliced evaluation of machine learning model performance. This type of responsible evaluation is a crucial first step toward avoiding bias as it allows us to determine how our models are working for a wide variety of users. When we do id…
November 13, 2020 — Posted by Hsin-Yuan Huang, Google/Caltech, Michael Broughton, Google, Jarrod R. McClean, Google, Masoud Mohseni, Google. Data drives machine learning. Large scale research and production ML both depend on high volume and high quality sources of data where it is often the case that more is better. The use of training data has enabled machine learning algorithms to achieve better performance than …
