TensorFlow
161 items from jtoy/awesome-tensorflow ★17,534
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Understanding The Tensorflow Estimator API lighttag.io
A conceptual overview of the Estimator API, when you'd use it and why.
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How Does The TensorFlow Work letslearnai.com
How Does The Machine Learning Library TensorFlow Work?
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First Contact with TensorFlow jorditorres.org
by Jordi Torres, professor at UPC Barcelona Tech and a research manager and senior advisor at Barcelona Supercomputing Center
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Fizz Buzz in TensorFlow joelgrus.com
A joke by Joel Grus
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The Good, Bad, & Ugly of TensorFlow indico.io
A survey of six months rapid evolution (+ tips/hacks and code to fix the ugly stuff), Dan Kuster at Indico, May 9, 2016
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Mailing List groups.google.com
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Announcing SyntaxNet: The World’s Most Accurate Parser Goes Open Source googleresearch.blogspot.com
Release of SyntaxNet, "an open-source neural network framework implemented in TensorFlow that provides a foundation for Natural Language Understanding systems.
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TensorFlow: smarter machine learning, for everyone googleblog.blogspot.com
An introduction to TensorFlow
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Deep Q-Network github.com
For Playing Frozen Lake Game
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AC github.com
Actor Critic for Playing Discrete Action space Game (Cartpole)
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A3C github.com
Asynchronous Advantage Actor Critic (A3C) for Continuous Action Space (Bipedal Walker)
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Policy Gradient github.com
For Playing Atari Ping Pong
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TensorFlow-Slim github.com
High-level library for defining models
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TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems download.tensorflow.org
This paper describes the TensorFlow interface and an implementation of that interface that we have built at Google
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TensorIO doc-ai.github.io
Lightweight, cross-platform library for deploying TensorFlow Lite models to mobile devices.
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Coca-Cola's Image Recognition App developers.googleblog.com
Coca-Cola's product code image recognizing neural network with user input feedback loop.
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Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning coursera.org
Introduction to Tensorflow offered by Coursera
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Convolutional Neural Networks in TensorFlow coursera.org
Convolutional Neural Networks in Tensorflow, offered by Coursera
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this page code.google.com
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Deep Learning using TensorLayer broadview.com.cn
by Hao Dong et al. This book covers both deep learning and the implementation by using TensorFlow and TensorLayer.
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Official Tensorflow Blog blog.tensorflow.org
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Videos from TensorFlow Silicon Valley Meet Up 1/19/2016 blog.altoros.com
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Videos from TensorFlow Silicon Valley Meet Up 1/21/2016 blog.altoros.com
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TensorFlow for Machine Intelligence bleedingedgepress.com
Complete guide to use TensorFlow from the basics of graph computing, to deep learning models to using it in production environments - Bleeding Edge Press
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TensorLayer: A Versatile Library for Efficient Deep Learning Development arxiv.org
This paper describes a versatile Python library that aims at helping researchers and engineers efficiently develop deep learning systems. (Winner of The Best Open Source Software Award of ACM MM 2017)
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TensorFlow: A system for large-scale machine learning arxiv.org
This paper describes the TensorFlow dataflow model in contrast to existing systems and demonstrate the compelling performance
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Globally Normalized Transition-Based Neural Networks arxiv.org
This paper describes the models behind SyntaxNet.
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Distributed TensorFlow with MPI arxiv.org
In this paper, we extend recently proposed Google TensorFlow for execution on large scale clusters using Message Passing Interface (MPI)
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Comparative Study of Deep Learning Software Frameworks arxiv.org
The study is performed on several types of deep learning architectures and we evaluate the performance of the above frameworks when employed on a single machine for both (multi-threaded) CPU and GPU (Nvidia Titan X) settings
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Why TensorFlow will change the Game for AI archive.fo
