THIS IS A TEST INSTANCE ONLY! REPOSITORIES CAN BE DELETED AT ANY TIME!

You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
A. Unique TensorFlower e1973a9389 Go: Update generated wrapper functions for TensorFlow ops. 3 hours ago
.github/ISSUE_TEMPLATE Add issue template for Tensorflow for Microcontrollers. 1 month ago
tensorflow Go: Update generated wrapper functions for TensorFlow ops. 3 hours ago
third_party Reverting change to rules_swift; this was an artifact of another change's flip to experimental_cc_shared_library. 3 hours ago
tools Merge pull request #25673 from Ryan-Qiyu-Jiang:env_capture_script_more_system_info_update 7 months ago
.bazelrc Remove --incompatible_windows_native_test_wrapper for Windows 2 days ago
.bazelversion Upgrading bazel version to 1.2.1 1 week ago
.gitignore Adds CocoaPods support to the Swift test app. 8 months ago
ACKNOWLEDGMENTS TensorFlow: Improve performance of Alexnet 4 years ago
ADOPTERS.md Create ADOPTERS.md 3 years ago
AUTHORS Format AUTHORS file (#14881) 2 years ago
BUILD Export 'configure' and 'configure.py' to allow inverse dependent repos to do 'bazel run @org_tensorflow//:configure -- --workspace $(pwd)'. 1 year ago
CODEOWNERS Remove code owners for tf.contrib modules 1 month ago
CODE_OF_CONDUCT.md Merge pull request #31293 from tensorflow:ewilderj-patch-1 5 months ago
CONTRIBUTING.md Update to "TensorFlow has passed version 1.0" - CONTRIBUTING.md 4 weeks ago
ISSUES.md Fix minor errors in ISSUES.md 7 months ago
ISSUE_TEMPLATE.md feat: update issue template command to 2.0.0 9 months ago
LICENSE revert line 1 7 months ago
README.md Merge pull request #35570 from tensorflow:jvishnuvardhan-patch-2 2 weeks ago
RELEASE.md Merge pull request #33860 from duncanriach:remove-duplicated-name-in-release-notes 2 days ago
SECURITY.md fix md link format 1 year ago
WORKSPACE Patching rules closure's maven download to an https url, since the current one is causing a 501. 3 days ago
arm_compiler.BUILD Switch Raspberry Pi building to unofficial GCC 6.5 toolchain 4 months ago
configure Make configure script runnable from external workspace. (#17172) 1 year ago
configure.cmd build: introduce `configure.cmd` 7 months ago
configure.py Upgrading bazel version to 1.2.1 1 week ago
models.BUILD Make models.BUILD filegroup include everything but metadata files and archives. 3 years ago

README.md

Documentation
Documentation

TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML-powered applications.

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

TensorFlow provides stable Python and C++ APIs, as well as non-guaranteed backward compatible API for other languages.

Keep up-to-date with release announcements and security updates by subscribing to announce@tensorflow.org. See all the mailing lists.

Install

See the TensorFlow install guide for the pip package, to enable GPU support, use a Docker container, and build from source.

To install the current release, which includes support for CUDA-enabled GPU cards (Ubuntu and Windows):

$ pip install tensorflow

A smaller CPU-only package is also available:

$ pip install tensorflow-cpu

To update TensorFlow to the latest version, add --upgrade flag to the above commands.

Nightly binaries are available for testing using the tf-nightly and tf-nightly-cpu packages on PyPi.

Try your first TensorFlow program

$ python
>>> import tensorflow as tf
>>> tf.add(1, 2).numpy()
3
>>> hello = tf.constant('Hello, TensorFlow!')
>>> hello.numpy()
'Hello, TensorFlow!'

For more examples, see the TensorFlow tutorials.

Contribution guidelines

If you want to contribute to TensorFlow, be sure to review the contribution guidelines. This project adheres to TensorFlow's code of conduct. By participating, you are expected to uphold this code.

We use GitHub issues for tracking requests and bugs, please see TensorFlow Discuss for general questions and discussion, and please direct specific questions to Stack Overflow.

The TensorFlow project strives to abide by generally accepted best practices in open-source software development:

CII Best Practices Contributor Covenant

Continuous build status

Official Builds

Build Type Status Artifacts
Linux CPU Status PyPI
Linux GPU Status PyPI
Linux XLA Status TBA
macOS Status PyPI
Windows CPU Status PyPI
Windows GPU Status PyPI
Android Status Download
Raspberry Pi 0 and 1 Status Status Py2 Py3
Raspberry Pi 2 and 3 Status Status Py2 Py3

Community Supported Builds

Build Type Status Artifacts
Linux AMD ROCm GPU Nightly Build Status Nightly
Linux AMD ROCm GPU Stable Release Build Status Release 1.15 / 2.x
Linux s390x Nightly Build Status Nightly
Linux s390x CPU Stable Release Build Status Release
Linux ppc64le CPU Nightly Build Status Nightly
Linux ppc64le CPU Stable Release Build Status Release 1.15 / 2.x
Linux ppc64le GPU Nightly Build Status Nightly
Linux ppc64le GPU Stable Release Build Status Release 1.15 / 2.x
Linux CPU with Intel® MKL-DNN Nightly Build Status Nightly
Linux CPU with Intel® MKL-DNN Stable Release Build Status Release 1.15 / 2.x
Red Hat® Enterprise Linux® 7.6 CPU & GPU
Python 2.7, 3.6
Build Status 1.13.1 PyPI

Resources

Learn more about the TensorFlow community and how to contribute.

License

Apache License 2.0