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WebGPU Compute Programming using the WGSL Shader Language. Going beyond using the WebGPU API for 'NON' graphical tasks - simulations, data manipulation or audio processing. Hands-on text for working with comopute shaders (only compute shaders). You don't need super powerful machines or to be a guru in mathematics - neural networks and deep learning concepts are more accessable than you can imagine! You can run then in a web-page using vanilla Javascript! Oh yea! For real! This is a great starter text - and includes lots of practical examples from using your web-cam to control game characters to analysing smiley images to identify if they're smiley's or frounies. You'd be crazy not to give regular expressions a try if you work with any text-based data systems! Regular expressions are morbidly attractive, because on a subconscious level they provide an elegant and compact way to accomplish a lot with just a few words. Regular expressions are a concept used in many different programming environments for sophisticated pattern matching. They are an incredibly powerful tool that can amplify your capacity to find, manage, and transform data.
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Neural Networks and Deep Learning with Javascript

Example based approach ....

  
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debug: [index.php:945:9] inputs:0.5
debug: [index.php:946:9] res:0.7772998611746911
debug: [index.php:948:9] end




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