![]() Wolfram handles all the caching and streaming, and you just use a simple Audio object that can be worked on using all the signal processing and analysis that’s available in the Wolfram Language. Version 11 also introduces fully integrated support for audio processing, with the ability to handle audio directly in the Wolfram Language. ![]() From the programming point of view, the Wolfram Language treats neural networks just as Graph objects like any other graph. New functions for neural networks include NetGraph and NetChain, alongside neural net special functions such as DotPlusLayer and ConvolutionLayer. The support for neural networks has also been improved, with the inclusion of a streamlined symbolic way to set up and train neural networks in which, according to Wolfram, as much of what has to be done as possible has been automated. Version 11 increases the support for machine learning, adding to the previous support for classification and prediction with new functions for feature extraction, dimension reduction, and clustering, and including pre-trained machine-learning functions. Version 10 added automated core functions for learning by example, and Wolfram says many users have made use of them. The new facility in version 11 lets you take any 3D plot and 3D print it.Īnother addition to the new version is in the area of machine learning and neural networks. And it turns out to be a difficult problem of 3D computational geometry to conveniently set up or repair the geometry so it really works on a 3D printer." Because graphics that display on the screen don’t necessarily correspond to geometry that can actually be printed on a 3D printer. But most of the time it’s a fiddly, complicated process. And occasionally I’ve been lucky, and it’s been easy to do. "Often in the past I’ve wanted to take a 3D plot and just make a 3D print of it. Writing about the new facility on the Wolfram blog, Mathematica inventor Stephen Wolfram said: Previous versions of Mathematica let you export to STL, but this new version has a complete pipeline that goes from creating 3D geometry to having it printed on your 3D printer. One obvious addition to this release is support for 3D printing. The Wolfram language was made available for writing code as a separate entity alongside the previous version of Mathematica, and has been the focus of much of the attention in this current release. For traditional users there are improvements in calculus. The latest version of Mathematica and the Wolfram language have been released with 555 new functions, support for 3D printing, more for machine learning and neural networks, and even data on Pokemon.
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