Article TPX6 TensorFlow - A New Machine Learning System Released as Open-Source Software by Google

TensorFlow - A New Machine Learning System Released as Open-Source Software by Google

by
from Pipedot on (#TPX6)
Story ImageOn Monday, Google announced the release, as an opensource project (Apache License), of TensorFlow.

According to Google, TensorFlow is their next-gen machine learning system, fixing the shortcomings of DistBelief, the AI system behind several of Google tools such as speech recognition on Android (think "OK Google"), description-based image search in Google Photos or even automatic email reply suggestions.

From the official announcement:
TensorFlow has extensive built-in support for deep learning, but is far more general than that -- any computation that you can express as a computational flow graph, you can compute with TensorFlow (see some examples). Any gradient-based machine learning algorithm will benefit from TensorFlow's auto-differentiation and suite of first-rate optimizers. And it's easy to express your new ideas in TensorFlow via the flexible Python interface.
note: "Deep Learning" is what used to be called "Artificial Neural Networks", but on steroids.

More technical explanations are available in their whitepaper and code is on GitHub.
External Content
Source RSS or Atom Feed
Feed Location http://pipedot.org/atom
Feed Title Pipedot
Feed Link https://pipedot.org/
Reply 0 comments