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Shanqing Cai e19437c09a Add --no-install-recommends to apt-get
In response to GitHub issue: https://github.com/tensorflow/tensorflow/issues/1145

Avoids unnecessary installs and reduces docker image sizes.
Change: 126312137
2016-06-30 10:03:45 -07:00
tensorflow Add --no-install-recommends to apt-get 2016-06-30 10:03:45 -07:00
third_party Adds a "currentThreadIndex" method to Eigen's ThreadPoolDevice. Use it to handle per-thread buffer allocation for the tileable executor without resorting to thread_local that is not fully supported on Android. 2016-06-27 16:03:15 -07:00
tools Fix genrule Python execution problem with Python3. 2016-06-06 18:47:33 -07:00
util/python Merge changes from github. 2016-06-24 18:05:02 -07:00
.gitignore TensorFlow: upstream changes to git. 2015-12-04 09:54:09 -08:00
.gitmodules Remove submodule for protobuf from staging 2016-05-27 15:55:12 -07:00
ACKNOWLEDGMENTS TensorFlow: Improve performance of Alexnet 2015-11-20 10:30:41 -08:00
AUTHORS TensorFlow: Initial commit of TensorFlow library. 2015-11-06 16:27:58 -08:00
avro.BUILD Add a new contrib/avro directory and the initial schema that resembles 2016-05-27 13:02:25 -07:00
boost.BUILD Add a new contrib/avro directory and the initial schema that resembles 2016-05-27 13:02:25 -07:00
boringssl.BUILD Add SSL target to TensorFlow's Boringssl BUILD files. Also make genrule trick work when TF is imported as a submodule. 2016-06-01 16:07:33 -07:00
bower.BUILD Adding a device checkbox list for excluding devices when computing stats since some device stats can skew results. 2016-06-28 10:32:17 -07:00
bzip2.BUILD Add a new contrib/avro directory and the initial schema that resembles 2016-05-27 13:02:25 -07:00
configure Merge changes from github. 2016-05-27 09:49:08 -07:00
CONTRIBUTING.md Change contributing.md for new contribution policy. 2015-12-17 17:27:36 -08:00
eigen.BUILD Adds a "currentThreadIndex" method to Eigen's ThreadPoolDevice. Use it to handle per-thread buffer allocation for the tileable executor without resorting to thread_local that is not fully supported on Android. 2016-06-27 16:03:15 -07:00
farmhash.BUILD Add farmhash fingerprint64 into hash.h and include corresponding dependencies. 2016-05-13 10:51:21 -07:00
gmock.BUILD Merge changes from github. 2016-05-27 09:49:08 -07:00
grpc.BUILD Merge changes from github. 2016-06-11 11:49:48 -07:00
ISSUE_TEMPLATE.md Merge changes from github. 2016-06-11 11:49:48 -07:00
jpeg.BUILD TensorFlow: Initial commit of TensorFlow library. 2015-11-06 16:27:58 -08:00
jsoncpp.BUILD File system implementation for Google Cloud Storage. 2016-05-11 22:11:51 -07:00
LICENSE TensorFlow: Initial commit of TensorFlow library. 2015-11-06 16:27:58 -08:00
nanopb.BUILD Specializes the implementation of the gRPC Master and Worker services. 2016-06-03 14:46:50 -07:00
navbar.md TensorFlow: Upstream changes to git. 2015-11-08 21:04:29 -08:00
png.BUILD TensorFlow: Initial commit of TensorFlow library. 2015-11-06 16:27:58 -08:00
README.md Merge changes from github. 2016-06-24 18:05:02 -07:00
RELEASE.md TensorFlow: Remove old Env:: APIs that don't pass unique_ptr. 2016-06-21 11:46:51 -07:00
six.BUILD TensorFlow: Minor updates to docs, BUILD, GPU config / perf, etc. 2015-11-12 11:27:00 -08:00
WORKSPACE Rollback linkstatic removal, unforeseen interaction on some archs. 2016-06-29 12:34:01 -07:00
zlib.BUILD Add a new contrib/avro directory and the initial schema that resembles 2016-05-27 13:02:25 -07:00



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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) that flow between them. This flexible architecture lets you deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device without rewriting code. TensorFlow also includes TensorBoard, a data visualization toolkit.

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. The system is general enough to be applicable in a wide variety of other domains, as well.

If you'd like to contribute to TensorFlow, be sure to review the contribution guidelines.

We use GitHub issues for tracking requests and bugs, but please see Community for general questions and discussion.

Installation

See Download and Setup for instructions on how to install our release binaries or how to build from source.

People who are a little bit adventurous can also try our nightly binaries:

Try your first TensorFlow program

$ python
>>> import tensorflow as tf
>>> hello = tf.constant('Hello, TensorFlow!')
>>> sess = tf.Session()
>>> sess.run(hello)
Hello, TensorFlow!
>>> a = tf.constant(10)
>>> b = tf.constant(32)
>>> sess.run(a+b)
42
>>>

##For more information

The TensorFlow community has created amazing things with TensorFlow, please see the resources section of tensorflow.org for an incomplete list.