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Why use softmax as opposed to standard normalization?
... the answer in the Deep Learning book by Goodfellow, Bengio and Courville (2016) in section 6.2.2.
Let's say our last hidden layer gives us z as an activation. Then the softmax is defined as
Very Short Explanation
The exp in the softmax function roughly cancels out the log in the cross-entropy...
Coloring white space in git-diff's output
...t df <file>
To see the changes in red.
Note that with Git 2.11 (Q4 2016), this alias might be replaced with:
git config diff.wsErrorHighlight all
See doc on git diff and on git config.
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What makes a SQL statement sargable?
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@BradC In MSSQL 2016, there is no execution plan difference between Select ... WHERE isNull(FullName,'Ed Jones') = 'Ed Jones' and Select ... WHERE ((FullName = 'Ed Jones') OR (FullName IS NULL)). They both use the index on FullName and do an...
How to ignore files/directories in TFS for avoiding them to go to central source repository?
...017 against VSTS (Azure-hosted TFS). Everything is fully updated as of Nov 2016 Aug 2018.
I recommend you follow NuGet's instructions but just to recap what I did:
Make sure your packages folder is not committed to TFS. If it is, get it out of there.
Everything else we create below goes into the sa...
Copy file remotely with PowerShell
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From PowerShell version 5 onwards (included in Windows Server 2016, downloadable as part of WMF 5 for earlier versions), this is possible with remoting. The benefit of this is that it works even if, for whatever reason, you can't access shares.
For this to work, the local session where ...
CSS3 :unchecked pseudo-class
...an old thread but felt like it could have used a better answer.
EDIT (3/3/2016):
W3C Specs state that :not(:checked) as their example for selecting the unchecked state. However, this is explicitly the unchecked state and will only apply those styles to the unchecked state. This is useful for addin...
Which Architecture patterns are used on Android? [closed]
...e here.
This answer was updated in order to remain relevant as of November 2016
It looks like you are seeking for architectural patterns rather than design patterns.
Design patterns aim at describing a general "trick" that programmer might implement for handling a particular set of recurring softwa...
When should I use Inline vs. External Javascript?
...(2014), it's best to inline all scripts, styles and templates.
EDIT (MAY 2016)
As JS applications continue to grow, and some of my payloads now stack up to 3+ megabytes of minified code, it's becoming obvious that at the very least common libraries should no longer be inlined.
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Sequelize.js: how to use migrations and sync
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I can't try this right now, but at first look it should work.
UPD Apr. 2016
After a year, still useful, so sharing my current tips. For now, I'm installing sequelize-cli package as required live dependancy, and then modify NPM startup scripts in package.json like this:
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"scripts": {
"dev"...
Infinite scrolling with React JS
...nite Library:
https://github.com/seatgeek/react-infinite
Update December 2016
I've actually been using react-virtualized in a lot of my projects recently and find that it covers the majority of use cases a lot better. Both libraries are good, it depends on exactly what you're looking for. For ins...