Fourier features#124

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UPstartDeveloper wants to merge 16 commits intokarpathy:masterfrom

UPstartDeveloper:fourier-features

Commits on Jan 4, 2023

Init fourier feature layer by duplicating the pooling layer
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Commits on Jan 7, 2023

specify mime type and make JS file paths relative in image_regression.html
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Add missing jQuery css/js
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[FourierFeatureLayer] remove confusing optional params (originally from the Pooling Layer class).
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incorporate random factor for FourierFeatureLayer
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debug logic error in using sin/cos
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use Gaussian sampling in FourierFeatureLayer
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Fix backward() function, make it easier to scale to larger Gaussian matrices
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Cleanup unnecessary vairables
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Cache previously mapped values for performance optimization
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Add Fourier Feature Layer to image_regression example - leave out Gaussians by default
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update contact on 'Image Regression' code
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