Google assigned multiple computer scientists, including Jeff Dean, to simplify and refactor the codebase of DistBelief into a faster, more robust application-grade library, which became TensorFlow. Its use grew rapidly across diverse Alphabet companies in both research and commercial applications. Starting in 2011, Google Brain built DistBelief as a proprietary machine learning system based on deep learning neural networks. This flexibility lends itself to a range of applications in many different sectors.
TensorFlow can be used in a wide variety of programming languages, most notably Python, as well as Javascript, C++, and Java.
Google released the updated version of TensorFlow, named TensorFlow 2.0, in September 2019. The initial version was released under the Apache License 2.0 in 2015. TensorFlow was developed by the Google Brain team for internal Google use in research and production. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. TensorFlow is a free and open-source software library for machine learning and artificial intelligence. Linux, macOS, Windows, Android, JavaScript Here is a check that the two answers are the same.2.6.1 (1 November 2021 44 days ago ( 1 November 2021)) Of course if we do not mind do a bit of paper work, we can get dy/dx = -(partial f/partail x)/(partial f/partial y) from which we can get the much shorter code %// Implicit differentiation identity %// Finally if we do not want all of the y(x) terms, %// then replace them with y %// df will have diff(y(x), x) terms in it, %// we want to solve for this term, %// to make it easier we should first replace it with a variable %// and then solve %// Then you need to differentiate with respect to x %// Then you need to tell Matlab that y is a function of x, %// you do this by replacing y with y(x) %// Firstly you need to define a function `f` in terms of `x` and `y`. Here is some code that does what you want, all explanation are in the comments, note that this code assumes that you want Matlab to do almost all of the Mathematical thinking for you.
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