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TensorFlow

TensorFlow is an open-source software library for data-flow programming and machine learning applications such as neural networks

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Overview

TensorFlow is an open source software library for high performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters of servers to mobile and edge devices.

TensorFlow was originally developed by researchers and engineers from the Google Brain team within Google’s AI organization.

It comes with strong support for machine learning and deep learning and the flexible numerical computation core is used across many other scientific domains.

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Platform

   

Social

     

System Requirements

#MinimumRecommended
1v2.7 for Python 2v3.3+ for Python 3
2NVIDIA CUDA 7.5NVIDIA CUDA 8.0 required for Pascal GPUs
3Hardware: NVIDIA® GPU card with CUDA® Compute Capability 3.5 or higher
4Software: NVIDIA® GPU drivers —CUDA 9.0 requires 384.x or higher, CUDA® Toolkit —TensorFlow supports CUDA 9.0, CUPTI ships with the CUDA Toolkit, cuDNN SDK (>= 7.2)Minimum Software plus: NCCL 2.2 for multiple GPU support, TensorRT 4.0 to improve latency and throughput for inference on some models

Ratings

Aggregate
4.67 
 5
Capterra4.5 
 5		based on 43 reviews
G2CROWD4.5 
 5		based on 23 reviews
InfoWorld5 
 5		based on professional's opinion

Developer

Google Brain Team

Written in

C++, Python, CUDA

Initial Release

9 November 2015

Repository

https://github.com/tensorflow/tensorflow

License

Apache v2

Categories

Machine Learning, Artificial Intelligence, Deep Learning, Framework

Alternatives

Machine Learning
Apache Mahout   Apache SystemML   Eclipse Deeplearning4j   MALLET   Massive Online Analysis (MOA)   OpenCV   scikit-learn   The Microsoft Cognitive Toolkit   Torch   Yooreeka   Orange   Apache MXNet (Incubating)   Apache Spark   mlpack   Weka   PyTorch  
Artificial Intelligence
Eclipse Deeplearning4j   The Microsoft Cognitive Toolkit   Accord.NET   AForge.NET   OpenCog  
Deep Learning
Apache SystemML   Eclipse Deeplearning4j   The Microsoft Cognitive Toolkit   Torch   Apache MXNet (Incubating)   Caffe   OpenNN   Weka   PyTorch  

Notes

  • TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc.

This page was last updated with commit: Now custom 'Remarks' are allowed instead of just 'Portable' in 'Get it'; all software's source files have been updated accordingly (0cb3959)