2018-10-12 15:37:13 -04:00
|
|
|
---
|
|
|
|
|
title: TensorFlow
|
|
|
|
|
---
|
|
|
|
|
## Tensor Flow
|
|
|
|
|
|
|
|
|
|
<a href='https://www.tensorflow.org/' target='_blank' rel='nofollow'>TensorFlow</a> is an open source software library for Machine Intelligence.
|
|
|
|
|
|
|
|
|
|
With the aim of conducting research in these fascinating areas, the Google team developed TensorFlow.
|
|
|
|
|
|
|
|
|
|
## How it is used for Data Science
|
|
|
|
|
TensorFlow is an open source software library for numerical computation using data flow graphs.
|
|
|
|
|
Nodes in the graph represent mathematical operations, while the graph edges represent the
|
|
|
|
|
multidimensional data arrays (tensors) communicated between them. The flexible architecture
|
2018-11-09 12:09:46 +03:00
|
|
|
allows you to deploy computations to one or more CPUs or GPUs in a desktop, server, or mobile
|
2018-10-12 15:37:13 -04:00
|
|
|
device with a single API. 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.
|
|
|
|
|
|
|
|
|
|
For more information, visit the <a href='https://github.com/tensorflow' target='_blank' rel='nofollow'>TensorFlow Github page</a>
|
|
|
|
|
|
|
|
|
|
## Lab
|
|
|
|
|
<a href="https://github.com/Microsoft/computerscience/blob/master/Labs/AI%20and%20Machine%20Learning/TensorFlow/TensorFlow.md">TensorFlow</a>
|
