New page added for Research Area "Automatic Differentiation" #163
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- also linked to research page - (SEO Optimized) this will help populate CR website in Google Search results for "Automatic Differentiation" - Descriptions taken from/verified from Presentations/Papers found on CR website. Rephrased for better SEO ranking (no duplication from original content on PDFs/Papers/Presentations)
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@davidlange6 Requested changes have been made. |
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I think my two meta comments remain -most importantly if we want a page that introduces AD we need a more expert team member to start its content. This can help get the right focus and more fundamental references/resources. |
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@vgvassilev Can you please nominate a Subject Matter Expert that can update/re-write this content (as requested by David above)? |
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Hi @QuillPusher, I can help with this. |
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That would be great @vaithak . Please directly make any changes that seem suitable to you. All the source documents that I've used for this info are linked on the post. P.s., I'm not sure how this works, I've invited you as a collaborator on my fork of the website (branch name is |
| the input nodes. For every node, it merges all paths which originated at that node. | ||
| It tracks how every node affects one output. Hence, it calculates derivative of a single | ||
| output with respect to all inputs simultaneously - the gradient. | ||
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Maybe, we can add some images for forward and reverse mode AD, even the one on the Wikipedia page should be good enough.
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Hi @QuillPusher, I have tried to improve the content; this may still need some formatting and grammatical fixes, though. |
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Thanks for the changes and the pointers @vaithak , I ran it through a grammar tool and added the mentioned images. @davidlange6 This is ready for your review again 😅 |
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@vaithak, is that good to go? |
Yup, looks good to me with your suggested changes. |
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Thanks, @vgvassilev |
also linked to research page
(SEO Optimized) this will help populate CR website in Google Search results for "Automatic Differentiation"
Descriptions taken from/verified from Presentations/Papers found on CR website. Rephrased for better SEO ranking (no duplication from original content on PDFs/Papers/Presentations)