2015年11月10日 星期二

TensorFlow Google 開源機器學習與深度學習套件 Library

Google open source 了 Google Brain 團隊使用的 機器學習(machine learning) 套件



TensorFlow was originally developed by researchers and engineers working on the Google Brain Team within Google's Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well.

從 Tutorials & Examples 來看提供滿多樣的機器語言(Machine Learning)與深度學習(Deep Learning)的例子

MNIST For ML Beginners
Deep MNIST for Experts
TensorFlow Mechanics 101
Convolutional Neural Networks
Vector Representations of Words
Recurrent Neural Networks
Sequence-to-Sequence Models
Mandelbrot Set
Partial Differential Equations
MNIST Data Download


之前的系統相比 TensorFlow更快

TensorFlow更快、更智能,也更靈活,所以,它更容易為新款產品和研究所用。這是一個具有高擴展性的機器學習系統,小到一部智能手機、大到數千台數據中心服務器的各種設備,都可以運行。我們將TensorFlow用於Google應用程序的語音識別功能、Inbox能智回复功能、Google Photos搜索功能等等,無所不包。該系統允許我們進行神經網絡的構建和訓練,速度比第一代機器學習系統高出五倍之多,因而可以用於產品完善,使之大幅提速。
Home — TensorFlow
http://tensorflow.org/
tensorflow/tensorflow
https://github.com/tensorflow/tensorflow
TensorFlow: open-source library for machine intelligence | Hacker News
https://news.ycombinator.com/item?id=10532957
TensorFlow:更智能的机器学习,为所有人而生 http://googlechinablog.blogspot.tw/2015/11/tensorflow.html



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