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Oct 5, 2017
10/17

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tensorflow

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None Developing a TensorBoard plugin Overview You know (and, we hope, love!) TensorBoard’s core features like the scalar dashboard, the graph explorer, and the embedding projector. However, in every TensorBoard user’s life, there comes a time when they want some cool new visualization that just…doesn’t exist yet. That’s what the TensorBoard plugin system is for. We want to enable everyone in the TensorFlow community to add new dashboards and visualizations to TensorBoard. You can do...

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161

Jul 17, 2017
07/17

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tensorflow

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A library for generalized sequence to sequence models T2T: Tensor2Tensor Transformers T2T is a modular and extensiblelibrary and binaries for supervised learning with TensorFlow and with supportfor sequence tasks. It is actively used and maintained by researchers andengineers within the Google Brain team. You can read more about Tensor2Tensor inthe recent Google Research Blog post introducingit . We're eager to collaborate with you on extending T2T, so please feelfree to open an issue onGitHub...

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Jun 7, 2017
06/17

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tensorflow

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A library for benchmarking vulnerability to adversarial examples CleverHans (v1.0.0) This repository contains the source code for CleverHans , a Python library tobenchmark machine learning systems' vulnerability to adversarial examples .You can learn more about such vulnerabilities on the accompanying blog . The CleverHans library is under continual development, always welcomingcontributions of the latest attacks and defenses.In particular, we always welcome help towards resolving the issues...

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Oct 5, 2017
10/17

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tensorflow

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TensorFlow's Visualization Toolkit TensorBoard TensorBoard is a suite of web applications for inspecting and understanding yourTensorFlow runs and graphs. This README gives an overview of key concepts in TensorBoard, as well as how tointerpret the visualizations TensorBoard provides. For an in-depth example ofusing TensorBoard, see the tutorial: [TensorBoard: VisualizingLearning][].For in-depth information on the Graph Visualizer, see this tutorial: TensorBoard: Graph Visualization . You may...

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82

Dec 7, 2018
12/18

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tensorflow

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Download the bundle tensorflow-ranking_-_2018-12-06_22-42-47.bundle and run: git clone tensorflow-ranking_-_2018-12-06_22-42-47.bundle -b master Learning to Rank in TensorFlow TensorFlow Ranking TensorFlow Ranking is a library for Learning-to-Rank (LTR) techniques on theTensorFlow platform. It contains the following components: Commonly used loss functions including pointwise, pairwise, and listwiselosses. Commonly used ranking metrics like Mean Reciprocal Rank (MRR) and NormalizedDiscounted...

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Oct 5, 2017
10/17

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tensorflow

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Models built with TensorFlow TensorFlow Models This repository contains a number of different models implemented in TensorFlow : The official models are a collection of example models that use TensorFlow's high-level APIs. They are intended to be well-maintained, tested, and kept up to date with the latest stable TensorFlow API. They should also be reasonably optimized for fast performance while still being easy to read. We especially recommend newer TensorFlow users to start here. The research...

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74

Jan 31, 2018
01/18

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tensorflow

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An open-source implementation of the AlphaGoZero algorithm Minigo: A minimalist Go engine modeled after AlphaGo Zero, built on MuGo This is a pure Python implementation of a neural-network based Go AI, usingTensorFlow. While inspired by DeepMind's AlphaGo algorithm, this project is nota DeepMind project nor is it affiliated with the official AlphaGo project. This is NOT an official version of AlphaGo Repeat, this is not the official AlphaGo program by DeepMind . This is anindependent effort by...

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70

Jun 17, 2017
06/17

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tensorflow

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A library for generalized sequence to sequence models T2T: Tensor2Tensor Transformers T2T is a modular and extensiblelibrary and binaries for supervised learning with TensorFlow and with a focus onsequence tasks. Actively used and maintained by researchers and engineers withinGoogle Brain, T2T strives to maximize idea bandwidth and minimize executionlatency. T2T is particularly well-suited to researchers working on sequence tasks. We'reeager to collaborate with you on extending T2T's powers, so...

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69
69

Jan 31, 2018
01/18

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tensorflow

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An open-source implementation of the AlphaGoZero algorithm Minigo: A minimalist Go engine modeled after AlphaGo Zero, built on MuGo This is a pure Python implementation of a neural-network based Go AI, usingTensorFlow. While inspired by DeepMind's AlphaGo algorithm, this project is nota DeepMind project nor is it affiliated with the official AlphaGo project. This is NOT an official version of AlphaGo Repeat, this is not the official AlphaGo program by DeepMind . This is anindependent effort by...

Topics: GitHub, code, software, git

64
64

Oct 5, 2017
10/17

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tensorflow

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Magenta: Music and Art Generation with Machine Intelligence Magenta is a project from the Google Brain team that asks: Can we use machine learning to create compelling art and music? Ifso, how? If not, why not? We’ll use TensorFlow ,and we’ll release our models and tools in open source on this GitHub. We’ll alsopost demos, tutorial blog postings, and technical papers. If you’d like to keepup on Magenta as it grows, you can read our blog and or join our discussion group . Getting Started...

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Jun 13, 2017
06/17

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tensorflow

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Models built with TensorFlow TensorFlow Models This repository contains machine learning models implemented in TensorFlow . The models are maintained by theirrespective authors. To propose a model for inclusion, please submit a pullrequest. Currently, the models are compatible with TensorFlow 1.0 or later. If you arerunning TensorFlow 0.12 or earlier, please upgrade your installation . Models adversarial_crypto : protecting communications with adversarial neural cryptography. adversarial_text :...

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Aug 8, 2017
08/17

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

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Jul 13, 2017
07/17

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tensorflow

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Models built with TensorFlow TensorFlow Models This repository contains machine learning models implemented in TensorFlow . The models are maintained by theirrespective authors. To propose a model for inclusion, please submit a pullrequest. Currently, the models are compatible with TensorFlow 1.0 or later. If you arerunning TensorFlow 0.12 or earlier, please upgrade your installation . Models adversarial_crypto : protecting communications with adversarial neural cryptography. adversarial_text :...

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Feb 1, 2018
02/18

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tensorflow

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An open-source implementation of the AlphaGoZero algorithm Minigo: A minimalist Go engine modeled after AlphaGo Zero, built on MuGo This is a pure Python implementation of a neural-network based Go AI, usingTensorFlow. While inspired by DeepMind's AlphaGo algorithm, this project is nota DeepMind project nor is it affiliated with the official AlphaGo project. This is NOT an official version of AlphaGo Repeat, this is not the official AlphaGo program by DeepMind . This is anindependent effort by...

Topics: GitHub, code, software, git

32
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Sep 7, 2017
09/17

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

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Apr 15, 2018
04/18

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tensorflow

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Computation using data flow graphs for scalable machine learning | Documentation | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that...

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Apr 4, 2019
04/19

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tensorflow

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Download the bundle tensorflow-mlir_-_2019-04-04_03-32-22.bundle and run: git clone tensorflow-mlir_-_2019-04-04_03-32-22.bundle -b master "Multi-Level Intermediate Representation" Compiler Infrastructure Multi-Level Intermediate Representation Overview The MLIR project aims to define a common intermediate representation (IR) thatwill unify the infrastructure required to execute high performance machinelearning models in TensorFlow and similar ML frameworks. This project willinclude...

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Jul 9, 2017
07/17

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. Nodes in the graph represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

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31
31

Feb 26, 2019
02/19

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tensorflow

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Download the bundle tensorflow-lingvo_-_2019-02-26_02-33-30.bundle and run: git clone tensorflow-lingvo_-_2019-02-26_02-33-30.bundle -b master Lingvo Lingvo What is it? Lingvo is a framework for building neural networks in Tensorflow, particularlysequence models. A list of publications using Lingvo can be found here . Quick start Docker The easiest way to get started is to use the provided Docker script . If instead you want to install itdirectly on your machine, skip to the section below....

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Sep 9, 2017
09/17

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tensorflow

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A library of RL tools TensorFlow Agents This project provides optimized infrastructure for reinforcement learning. Itextends the OpenAI gym interface to multiple parallel environmentsand allows agents to be implemented in TensorFlow and perform batchedcomputation. As a starting point, we provide BatchPPO, an optimizedimplementation of Proximal Policy Optimization . Please cite the white paper if you use code from this projectin your research: bibtex@misc{hafner2017agents, title={TensorFlow...

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Apr 1, 2018
04/18

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tensorflow

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A WebGL accelerated, browser based JavaScript library for training and deploying ML models. TensorFlow.js TensorFlow.js is an open-source hardware-accelerated JavaScript library fortraining and deploying machine learning models. Develop ML in the Browser Use flexible and intuitive APIs to build models from scratch using the low-levelJavaScript linear algebra library or the high-level layers API. Run Existing models Use TensorFlow.js model converters to run pre-existing TensorFlow models rightin...

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24

Mar 7, 2018
03/18

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tensorflow

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A collection of infrastructure and tools for research in neural network interpretability. Lucid Lucid is a collection of infrastructure and tools for research in neuralnetwork interpretability. In particular, it provides state of the art implementations of featurevisualization techniques ,and flexible abstractions that make it very easy to explore new researchdirections. Notebooks Tutorial Notebooks Building Blocks Notebooks corresponding to the Building Blocks of Interpretability article...

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24

Jan 5, 2018
01/18

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

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23
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Nov 29, 2018
11/18

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tensorflow

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Download the bundle tensorflow-tensorflow_-_2018-11-29_23-04-55.bundle and run: git clone tensorflow-tensorflow_-_2018-11-29_23-04-55.bundle -b master An Open Source Machine Learning Framework for Everyone | Documentation ||-----------------|| | TensorFlow is an open source software library for numerical computationusing data flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This...

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Dec 9, 2017
12/17

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

Topics: GitHub, code, software, git

21
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May 20, 2018
05/18

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easy-tensorflow

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Simple and comprehensive tutorials in TensorFlow To restore the repository download the bundle wget https://archive.org/download/github.com-easy-tensorflow-easy-tensorflow_-_2018-05-19_15-31-23/easy-tensorflow-easy-tensorflow_-_2018-05-19_15-31-23.bundle and run: git clone easy-tensorflow-easy-tensorflow_-_2018-05-19_15-31-23.bundle Source: https://github.com/easy-tensorflow/easy-tensorflow Uploader: easy-tensorflow Upload date: 2018-05-19

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Apr 15, 2018
04/18

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tensorflow

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Computation using data flow graphs for scalable machine learning | Documentation | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that...

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Dec 13, 2018
12/18

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tensorflow

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Download the bundle tensorflow-tensorflow_-_2018-12-13_01-19-47.bundle and run: git clone tensorflow-tensorflow_-_2018-12-13_01-19-47.bundle -b master An Open Source Machine Learning Framework for Everyone | Documentation ||-----------------|| | TensorFlow is an open source software library for numerical computationusing data flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This...

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Oct 6, 2018
10/18

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tensorflow

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A collection of infrastructure and tools for research in neural network interpretability. Lucid Lucid is a collection of infrastructure and tools for research in neuralnetwork interpretability. 📓 Notebooks -- Get started without any setup! 📚 Reading -- Learn more about visualizing neural nets. 💬 Community -- Want to get involved? Please reach out! 🔧 Additional Information -- Licensing, code style, etc. Notebooks Start visualizing neural networks with no setup . The...

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Dec 1, 2018
12/18

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tensorflow

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Download the bundle tensorflow-tensorflow_-_2018-12-01_04-35-42.bundle and run: git clone tensorflow-tensorflow_-_2018-12-01_04-35-42.bundle -b master An Open Source Machine Learning Framework for Everyone | Documentation ||-----------------|| | TensorFlow is an open source software library for numerical computationusing data flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This...

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Apr 2, 2018
04/18

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tensorflow

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A WebGL accelerated, browser based JavaScript library for training and deploying ML models. TensorFlow.js TensorFlow.js is an open-source hardware-accelerated JavaScript library fortraining and deploying machine learning models. Develop ML in the Browser Use flexible and intuitive APIs to build models from scratch using the low-levelJavaScript linear algebra library or the high-level layers API. Run Existing models Use TensorFlow.js model converters to run pre-existing TensorFlow models rightin...

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Oct 7, 2017
10/17

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

Topics: GitHub, code, software, git

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Jun 10, 2017
06/17

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tensorflow

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| Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. Nodes in the graph represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible architecture lets you deploy computation to oneor more CPUs or GPUs...

Topics: GitHub, code, software, git

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Apr 1, 2018
04/18

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tensorflow

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Model analysis tools for TensorFlow TensorFlow Model Analysis TensorFlow Model Analysis (TFMA) is a library for evaluating TensorFlowmodels. It allows users to evaluate their models on large amounts of data in adistributed fashion, using the same metrics defined in their trainer. Thesemetrics can also be computed over different slices of data, and the results canbe visualised in Jupyter Notebooks. TFMA may introduce backwards incompatible changes before version 1.0 . Installation and...

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Jun 14, 2018
06/18

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tensorflow

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Computation using data flow graphs for scalable machine learning | Documentation ||-----------------|| | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible architecture enables you to deploy computation to oneor more CPUs or GPUs in a desktop, server, or mobile device without rewritingcode....

Topics: GitHub, code, software, git

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Dec 8, 2017
12/17

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

Topics: GitHub, code, software, git

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15

Jan 23, 2019
01/19

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tensorflow

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Download the bundle tensorflow-tensorflow_-_2019-01-23_12-42-18.bundle and run: git clone tensorflow-tensorflow_-_2019-01-23_12-42-18.bundle -b master An Open Source Machine Learning Framework for Everyone | Documentation ||-----------------|| | TensorFlow is an open source software library for numerical computationusing data flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This...

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Nov 7, 2017
11/17

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

Topics: GitHub, code, software, git

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Oct 5, 2017
10/17

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tensorflow

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Efficient Batched Reinforcement Learning in TensorFlow TensorFlow Agents This project provides optimized infrastructure for reinforcement learning. Itextends the OpenAI gym interface to multiple parallel environmentsand allows agents to be implemented in TensorFlow and perform batchedcomputation. As a starting point, we provide BatchPPO, an optimizedimplementation of Proximal Policy Optimization . Please cite the TensorFlow Agents paper if you use code fromthis project in your research:...

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Oct 5, 2017
10/17

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

Topics: GitHub, code, software, git

14
14

Jun 15, 2018
06/18

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tensorflow

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Computation using data flow graphs for scalable machine learning | Documentation ||-----------------|| | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible architecture enables you to deploy computation to oneor more CPUs or GPUs in a desktop, server, or mobile device without rewritingcode....

Topics: GitHub, code, software, git

13
13

May 19, 2018
05/18

by
easy-tensorflow

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Simple and comprehensive tutorials in TensorFlow To restore the repository download the bundle wget https://archive.org/download/github.com-easy-tensorflow-easy-tensorflow_-_2018-05-18_14-39-38/easy-tensorflow-easy-tensorflow_-_2018-05-18_14-39-38.bundle and run: git clone easy-tensorflow-easy-tensorflow_-_2018-05-18_14-39-38.bundle Source: https://github.com/easy-tensorflow/easy-tensorflow Uploader: easy-tensorflow Upload date: 2018-05-18

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13

Jan 27, 2020
01/20

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tensorflow

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An Open Source Machine Learning Framework for Everyone Documentation |------------------- | | TensorFlow is an end-to-end open source platformfor machine learning. It has a comprehensive, flexible ecosystem of tools , libraries , and community resources that letsresearchers push the state-of-the-art in ML and developers easily build anddeploy ML-powered applications. TensorFlow was originally developed by researchers and engineers working on theGoogle Brain team within Google's Machine...

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Jan 7, 2018
01/18

by
tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

Topics: GitHub, code, software, git

13
13

Mar 9, 2018
03/18

by
tensorflow

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A collection of infrastructure and tools for research in neural network interpretability. Lucid Lucid is a collection of infrastructure and tools for research in neuralnetwork interpretability. In particular, it provides state of the art implementations of featurevisualization techniques ,and flexible abstractions that make it very easy to explore new researchdirections. Notebooks Tutorial Notebooks Building Blocks Notebooks corresponding to the Building Blocks of Interpretability article...

Topics: GitHub, code, software, git

13
13

Feb 1, 2018
02/18

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tensorflow

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Models and examples built with TensorFlow TensorFlow Models This repository contains a number of different models implemented in TensorFlow : The official models are a collection of example models that use TensorFlow's high-level APIs. They are intended to be well-maintained, tested, and kept up to date with the latest stable TensorFlow API. They should also be reasonably optimized for fast performance while still being easy to read. We especially recommend newer TensorFlow users to start here....

Topics: GitHub, code, software, git

12
12

Feb 3, 2019
02/19

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tensorflow

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Download the bundle tensorflow-tensorflow_-_2019-02-03_11-42-36.bundle and run: git clone tensorflow-tensorflow_-_2019-02-03_11-42-36.bundle -b master An Open Source Machine Learning Framework for Everyone | Documentation ||-----------------|| | TensorFlow is an open source software library for numerical computationusing data flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This...

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12

Dec 10, 2017
12/17

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tensorflow

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Models and examples built with TensorFlow TensorFlow Models This repository contains a number of different models implemented in TensorFlow : The official models are a collection of example models that use TensorFlow's high-level APIs. They are intended to be well-maintained, tested, and kept up to date with the latest stable TensorFlow API. They should also be reasonably optimized for fast performance while still being easy to read. We especially recommend newer TensorFlow users to start here....

Topics: GitHub, code, software, git

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12

Dec 6, 2017
12/17

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

Topics: GitHub, code, software, git

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12

Feb 4, 2018
02/18

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tensorflow

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Computation using data flow graphs for scalable machine learning | Linux CPU | Linux GPU | Mac OS CPU | Windows CPU | Android ||-----------------|---------------------|------------------|-------------------|---------------|| | | | | | TensorFlow is an open source software library for numerical computation usingdata flow graphs. The graph nodes represent mathematical operations, whilethe graph edges represent the multidimensional data arrays (tensors) that flowbetween them. This flexible...

Topics: GitHub, code, software, git