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What is the role of the bias in neural networks? [closed]

I'm aware of the gradient descent and the back-propagation algorithm. What I don't get is: when is using a bias important and how do you use it? ...
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Why return NotImplemented instead of raising NotImplementedError

... It's because __lt__() and related comparison methods are quite commonly used indirectly in list sorts and such. Sometimes the algorithm will choose to try another way or pick a default winner. Raising an exception would break out ...
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Converting any string into camel case

...place calls: function camelize(str) { return str.replace(/(?:^\w|[A-Z]|\b\w)/g, function(word, index) { return index === 0 ? word.toLowerCase() : word.toUpperCase(); }).replace(/\s+/g, ''); } camelize("EquipmentClass name"); camelize("Equipment className"); camelize("equipment class name")...
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Merge up to a specific commit

I created a new branch named newbranch from the master branch in git. Now I have done some work and want to merge newbranch to master ; however, I have made some extra changes to newbranch and I want to merge newbranch up to the fourth-from-the-last commit to master . ...
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onchange event on input type=range is not triggering in firefox while dragging

... Apparently Chrome and Safari are wrong: onchange should only be triggered when the user releases the mouse. To get continuous updates, you should use the oninput event, which will capture live updates in Firefox, Safari and Chrome, both from the mouse and the keyboard. However, oninpu...
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How to show disable HTML select option in by default?

... new to HTML and PHP and want to achieve a drop-down menu from the mysql table and hard-coded too. I have multiple select in my page, One of them is ...
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How do the PHP equality (== double equals) and identity (=== triple equals) comparison operators dif

What is the difference between == and === in PHP? 11 Answers 11 ...
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Java Name Hiding: The Hard Way

I have a problem with name hiding that is extremely hard to solve. Here is a simplified version that explains the problem: ...
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How to uninstall the “Microsoft Advertising SDK” Visual Studio extension?

...rtising SDK for Windows 8.1". I like to uninstall extensions I don't need, but this one won't allow me. if I hover the (enabled!) button it says in a tooltip: ...
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The $.param( ) inverse function in JavaScript / jQuery

... You should use jQuery BBQ's deparam function. It's well-tested and documented. share | improve this answer | follow ...