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

... I think that biases are almost always helpful. In effect, a bias value allows you to shift the activation function to the left or right, which may be critical for successful learning. It might help to look at a simple example. Consider this 1-input, 1-output network that has no bias: The ou...
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Transactions in REST?

...nsider a RESTful shopping basket scenario. The shopping basket is conceptually your transaction wrapper. In the same way that you can add multiple items to a shopping basket and then submit that basket to process the order, you can add Bob's account entry to the transaction wrapper and then Bill'...
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Applying a git post-commit hook to all current and future repos

...hook and it works correctly. However, I want to add this hook to apply to all current (and future) git repositories I am working on. I tried adding the hook to my ~/.git/hooks/ instead of in the hooks directory in the project directory, however, this did not seem to work. ...
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Tri-state Check box in HTML?

...ment, I found a better solution: HTML5 defines a property for checkboxes called indeterminate See w3c reference guide. To make checkbox appear visually indeterminate set it to true: element.indeterminate = true; Here is Janus Troelsen's fiddle. Note, however, that: The indeterminate state can...
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How to empty a redis database?

...e (how can I list those guys though ?). Any idea about how to get rid of all of them ? 6 Answers ...
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Remove all values within one list from another list? [duplicate]

I am looking for a way to remove all values within a list from another list. 7 Answers ...
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vim, switching between files rapidly using vanilla Vim (no plugins)

...e closest equivalent ("closest", not "exact") to ST2's Ctrl+P is a plugin called, get ready… CtrlP. There are other similar plugins like Command-T or FuzzyFinder. I use CtrlP and I love it but I wholeheartedly support your decision to go "plugin-free". It's not the easiest way to go but it will p...
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Uninstall all installed gems, in OSX?

There are instances where I would like to revert and uninstall all previous gem installations. 13 Answers ...
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C++ IDE for Linux? [closed]

... Initially: confusion When originally writing this answer, I had recently made the switch from Visual Studio (with years of experience) to Linux and the first thing I did was try to find a reasonable IDE. At the time this was impo...
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.htaccess redirect all pages to new domain

Which redirect rule would I use to redirect all pages under olddomain.example to be redirected to newdomain.example ? 18...