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TensorFlow.js is a library for building and executing machine learning algorithms in JavaScript.
Scalable parallel programming with cuda
Nickolls, J., Buck, I., Garland, M., and Skadron, K · 2008
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Node. js: Using javascript to build high-performance network programs
Tilkov, S. and Vinoski, S · 2010
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Scikit-learn: Machine learning in Python
Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., and Duchesnay, E · 2011
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OpenGL programming guide: The Official guide to learning OpenGL, version 4.3
Shreiner, D., Sellers, G., Kessenich, J., and Licea-Kane, B · 2013
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Neural networks, manifolds, and topology, 2014
Olah, C · 2014
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Autograd: Effortless gradients in numpy
Maclaurin, D., Duvenaud, D., and Adams, R. P · 2015
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Tensorflow: a system for large-scale machine learning
Abadi, M., Barham, P., Chen, J., Chen, Z., Davis, A., Dean, J., Devin, M., Ghemawat, S., Irving, G., Isard, M., et al · 2016
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Communication-efficient learning of deep networks from decentralized data
McMahan, H. B., Moore, E., Ramage, D., Hampson, S., et al · 2016
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Direct-manipulation visualization of deep networks
Smilkov, D., Carter, S., Sculley, D., Viegas, F., and Wattenberg, M · 2016
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Next-generation 3d Graphics on the Web, February 2017
Apple · 2017
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Using Artificial Intelligence to Augment Human Intelligence
Carter, S. and Nielsen, M · 2017
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Teachable Machine, October 2017
Google · 2017
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Bringing the web up to speed with webassembly
Haas, A., Rossberg, A., Schuff, D. L., Titzer, B. L., Holman, M., Gohman, D., Wagner, L., Zakai, A., and Bastien, J · 2017
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Webdnn: Fastest dnn execution framework on web browser
Hidaka, M., Kikura, Y., Ushiku, Y., and Harada, T · 2017
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Mobilenets: Efficient convolutional neural networks for mobile vision applications
Howard, A. G., Zhu, M., Chen, B., Kalenichenko, D., Wang, W., Weyand, T., Andreetto, M., and Adam, H · 2017
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Automatic differentiation in pytorch
Paszke, A., Gross, S., Chintala, S., Chanan, G., Yang, E., DeVito, Z., Lin, Z., Desmaison, A., Antiga, L., and Lerer, A · 2017
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Eager execution: An imperative, define-by-run interface to tensorflow
Shankar, A. and Dobson, W · 2017
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GPU for the Web Community Group, 2017
W3C · 2017
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6.S198 Deep Learning Practicum, 2018
Abelson, H. and Lao, N · 2018
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Non-specialists learning machine learning: Motivations, hurdles, and desires
Anonymous · 2018
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Synaptic
Cazala, J · 2018
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MNIST GAN, 2018
Chang, D · 2018
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Keras.js
Chen, L · 2018
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Data Wrangling with JavaScript
Davis, A · 2018
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Next Word Predictor, 2018
Malviya, R · 2018
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ml5js · Friendly Machine Learning For The Web., 2018
ml5js.org · 2018
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Node Clinic - An Open Source Node.js performance profiling suite, 2018
Nearform.com · 2018
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metacar: A reinforcement learning environment for self-driving cars in the browser, August 2018
Neveu, T · 2018
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N-API: Next generation Node.js APIs for native modules
Nodejs.org · 2018
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Real-time human pose estimation in the browser with TensorFlow.js
Oved, D · 2018
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DeepOverwatch — combining TensorFlow.js, Overwatch, Computer Vision, and Music
Farza · 2018
Cited alongside, same era.
Move Mirror: An AI Experiment with Pose Estimation in the Browser using TensorFlow.js
Friedhoff, J. and Alvarado, I · 2018
Cited alongside, same era.
The state of the octoverse 2017
GitHub.com · 2018
Cited alongside, same era.
World Models
Ha, D. and Schmidhuber, J · 2018
Cited alongside, same era.
Next-generation 3D Graphics on the Web
Jackson, D · 2018
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Pezzotti, N., Mordvintsev, A., Hollt, T., Lelieveldt, B. P., Eisemann, E., and Vilanova, A · 2018
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brain.js
Plummer, R · 2018
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Handsfree.js, 2018
Ramos, O · 2018
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Magenta.js: A javascript api for augmenting creativity with deep learning
Roberts, A., Hawthorne, C., and Simon, I · 2018
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ml5: Friendly Open Source Machine Learning Library for the Web
Shiffman, D · 2018
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alexa-sign-language-translator: A project to make Amazon Echo respond to sign language using your webcam, August 2018
Singh, A · 2018
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Stack overflow developer survey 2018
StackOverflow.com · 2018
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Emotion Extractor, 2018
Sudol, B · 2018
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EvolutionSimulator: Evolution Simulator using NeuroEvolution. Created with Matter.js, p5.js and Tensorflow.js, August 2018
Thebe, A · 2018
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Neataptic
Wagenaar, T · 2018
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WebGL Stats
webglstats.com · 2018
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