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Epoch vs Iteration when training neural networks

...ning examples in one forward/backward pass. The higher the batch size, the more memory space you'll need. number of iterations = number of passes, each pass using [batch size] number of examples. To be clear, one pass = one forward pass + one backward pass (we do not count the forward pass and back...
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Moving average or running mean

... UPD: more efficient solutions have been proposed by Alleo and jasaarim. You can use np.convolve for that: np.convolve(x, np.ones((N,))/N, mode='valid') Explanation The running mean is a case of the mathematical operation ...
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Keep file in a Git repo, but don't track changes

... --skip-worktree is indeed the better option. More information: stackoverflow.com/questions/13630849/… – Customizer Nov 30 '16 at 12:55 ...
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Git pull results in extraneous “Merge branch” messages in commit log

...that was already pushed. The commits you see are there to combine two (or more) branches. It is perfectly fine to have a commit that does nothing else then merging multiple branches. In fact it makes it very clear when you have a merge commit that combines branches when looking at the history. In c...
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Converting List to List

... It will be nice if there are more ready functions beside Functions.toStringFunction() – ThiamTeck Sep 7 '10 at 6:58 1 ...
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Is it sometimes bad to use ?

...v> <br /> <br /> <br /> <br /> <div> More content... </div> Good use of <br />: <style> div { margin-top:10px; } </style> <div> Content<br /> Line break </div> <div> More content...
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top nav bar blocking top content of the page

... Definitely roll with the other answer with a little more succinctness with @media (min-width: 980px) { body { padding-top: 60px; } } – Ted Nov 23 '12 at 0:46 ...
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Which would be better for concurrent tasks on node.js? Fibers? Web-workers? or Threads?

...you, man? I have just provided you what you wanted. You have no excuses anymore. Create threads, make it run faster. -- I have divided the work into pieces and every process will work on one of these pieces in parallel. -- Why don't you create threads? -- Sorry, I don't think it is usable. You ca...
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XML attribute vs XML element

...t think this is a reason to choose between attributes or elements. (Furthermore, you can't "just add CDATA tags" around user-input because it might contain ]]>!) – porges Jun 24 '10 at 4:13 ...
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How do I clone a single branch in Git?

..., shallow clones support data transfer (push/pull), so that option is even more useful now. See more at "Is git clone --depth 1 (shallow clone) more useful than it makes out?". "Undoing" a shallow clone is detailed at "Convert shallow clone to full clone" (git 1.8.3+) # unshallow the current branch...