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tf links blogs
This page collects some of the recent interesting articles regarding the release of tensorflow.
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Google Cloud TPU - //May 2017// Google makes powerful cloud TPU available to researchers (1000 TPUs) (Background) and here is some hardware and performance info from Norman P. Jouppi (Background2) (PDF)
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TF-Slim - a simplified and lightweight package to train TF models (Google Blog)
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Tensorflow TPU - a custom ASIC or application-specific integrated circuit, that is specifically designed for running TensorFlow very efficiently (CPU <> GPU <> FPGA <> ASIC) check performance per Watt (Video)
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Parsey McParseface and SyntaxNet - a syntactic parser that can identify the constructs of English sentences (blog)
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TensorFlow PlayGround - tinker with a Neural Network (it will eat your CPU) a really cool, visual and mind-bending software implementation
- Wired - Tensorflow will change the world
- Wired - Tensorflow will actually not change the world
- Stephen Hawking - AI will kill us
- Eric Horvitz - AI will actually not kill us
- Isaac Asimov - Three robotic laws will protect us
- Daniel Wilson - Three robotic laws will actually not protect us
- Ben Thompson on TF - Why did Alphabet give TensorFlow away?
- Apple AI - Why is Apple not contributing to Open AI software?
- Apple Big Sur - Why is Apple contributing AI hardware designs and supports Torch AI?
- indico tf - The indico Machine Learning Team’s Take on TensorFlow
- kivantium@hatena - no idea, but looks convincing
- Pigeon AI - Pigeons are smarter than most AI
- Ben Graham - deep net convolution networks
- DL tutorials - deep learning tutorials
- MRI classification - Automatic Classification of Alzheimer’s Disease from Structural MRI
- Large Neural Nets - Techniques and Systems for Training Large Neural Networks Quickly by Jeff Dean (Google Research)
- DL NNets explained - Autoencoder, Restricted Boltzmann machine and Convolutional Neural Networks compared
- AlphaGo - Monte-Carlo tree search with deep neural networks from DeepMind/Google
- TrueNorth - a fast and energy efficient real time CMOS chip for deep learning from IBM
- Nervana - Intels neural network specialty processor, an answer to NVIDIAs Volta GPU.
- Torch - scientific computing framework with machine learning support with additional modules from Facebook AI Research
- Veles - Distributed Deep Learning Platform by Samsung
- DMTK - Distributed Machine Learning Toolkit by Microsoft
- CNTK - Computational Network Toolkit by Microsoft
- SystemML - SystemML using the Declarative Machine Learning (DML) by IBM
- PaddlePaddle - PaddlePaddle the PArallel Distributed Deep LEarning by Baidu
- Caffe2 - Facebook supported Lightweight, Modular, and Scalable Deep Learning Framework using GPUs
- tensorflow Home
- tensorflow Overview
- tensorflow Setup
- tensorflow MNIST example
- tensorflow Cifar10 example
- tensorflow AlexNet example
- tensorflow Word2vec example
- tensorflow General examples
- tensorflow Benchmarks
- tensorflow TensorBoard
- tensorflow Data-scientists
- tensorflow Links & Blogs