gradients   2569

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gradients daily
This is a collection of works experimenting with color, light, and movement.
gradients  figma 
3 days ago by joao
[no title]
Derivatives, mostly in the form of gradients and Hessians, are ubiquitous in machine learning.
Automatic differentiation (AD), also called algorithmic differentiation or simply “autodiff”,
is a family of techniques similar to but more general than backpropagation for efficiently
and accurately evaluating derivatives of numeric functions expressed as computer
programs. AD is a small but established field with applications in areas including computational
fluid dynamics, atmospheric sciences, and engineering design optimization. Until
very recently, the fields of machine learning and AD have largely been unaware of each
other and, in some cases, have independently discovered each other’s results. Despite its
relevance, general-purpose AD has been missing from the machine learning toolbox, a situation
slowly changing with its ongoing adoption under the names “dynamic computational
graphs” and “differentiable programming”. We survey the intersection of AD and machine
learning, cover applications where AD has direct relevance, and address the main implementation
techniques. By precisely defining the main differentiation techniques and their
interrelationships, we aim to bring clarity to the usage of the terms “autodiff”, “automatic
differentiation”, and “symbolic differentiation” as these are encountered more and more in
machine learning settings.
deep-learning  gradients 
28 days ago by tafsiri
Fresh Background Gradients | 💎
Come to for 180 beautiful linear gradients in CSS3, Photoshop and Sketch. This collection is curated by top designers and totally free.
color  css  design  gradients  background  webdesign  web  inspiration 
9 weeks ago by bmorefield
Gradient Hunt - Beautiful Color Gradients
Thousands of trendy color gradients in a curated collection that is updated daily. Get a fresh color gradient for your next design project and save all the gradients you like.
design  web  color  css  gradient  gradients  webdesign  @css  @design 
10 weeks ago by speckz

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