TensorFlow.js swMATH ID: 27137 Software Authors: Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang, Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry, Charles Nicholson, Sandeep N. Gupta, Sarah Sirajuddin, D. Sculley, Rajat Monga, Greg Corrado, Fernanda B. Viegas, Martin Wattenberg Description: TensorFlow.js: Machine Learning for the Web and Beyond. TensorFlow.js is a library for building and executing machine learning algorithms in JavaScript. TensorFlow.js models run in a web browser and in the Node.js environment. The library is part of the TensorFlow ecosystem, providing a set of APIs that are compatible with those in Python, allowing models to be ported between the Python and JavaScript ecosystems. TensorFlow.js has empowered a new set of developers from the extensive JavaScript community to build and deploy machine learning models and enabled new classes of on-device computation. This paper describes the design, API, and implementation of TensorFlow.js, and highlights some of the impactful use cases. Homepage: https://js.tensorflow.org/ Dependencies: JavaScript Keywords: Machine Learning; arXiv_cs.LG; arXiv_cs.MS; JavaScript; TensorFlow; Node.js; web browser Related Software: JavaScript; TensorFlow; Node.js; spatiasql.js; glpk.js; Concorde; GAPJS; SpatiaLite; jsLPSolver; three.js; node-lp_solve; Numericjs; asm.js; math.js; NEOS; irace; Gurobi; JAM; Jupyter; osBrain Cited in: 1 Publication Standard Articles 1 Publication describing the Software Year TensorFlow.js: Machine Learning for the Web and Beyond Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang, Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry, Charles Nicholson, Sandeep N. Gupta, Sarah Sirajuddin, D. Sculley, Rajat Monga, Greg Corrado, Fernanda B. Viegas, Martin Wattenberg 2019 Cited by 5 Authors 1 Boschetti, Marco Antonio 1 Carbonaro, Antonella 1 Maniezzo, Vittorio 1 Marzolla, Moreno 1 Strappaveccia, Francesco Cited in 1 Serial 1 ACM Transactions on Mathematical Software Cited in 3 Fields 1 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year