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Why does one hot encoding improve machine learning performance?

... the constraint w×x + b > 0, or equivalently w×x < b. The problem now is that the weight w cannot encode a three-way choice. The three possible values of w×x are 0, w and 2×w. Either these three all lead to the same decision (they're all < b or ≥b) or "UK" and "French" lead to the sa...
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How do you use script variables in psql?

...d the trick to be this ... \set quoted_myvariable '\'' :myvariable '\'' Now you have both a quoted and unquoted variable of the same string! And you can do something like this .... INSERT INTO :myvariable.table1 SELECT * FROM table2 WHERE column1 = :quoted_myvariable; ...
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Git keeps prompting me for a password

I've been using Git for a while now, but the constant requests for a password are starting to drive me up the wall. 28 Answ...
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shortcut in Android Studio to locate the current editing src file

Do you know how to check the location of current editing file in the project tree panel (the very left panel of the Android Studio), except manually. (The worst case is that all the folders there are collapsed) ...
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GitHub clone from pull request?

...fetch origin pull/2/head git checkout -b pullrequest FETCH_HEAD You will now be on a new branch that is on the state of the pull request. You might want to set up an alias by running git config --global alias.pro '!f() { git fetch -fu ${2:-origin} refs/pull/$1/head:pr/$1 && git checkout ...
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What should I do when 'svn cleanup' fails?

... everything to get pulled down). Run a cleanup on this cancelled checkout. Now we have a new .svn directory with a clean database (although no/few files) Copy this .svn into your old, corrupted working directory. Run svn update and it should bring your new partial .svn directory up to speed with you...
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How to convert a LocalDate to an Instant?

...for you automatically, so you must provide it. LocalDate date = LocalDate.now(); Instant instant = date.atStartOfDay(ZoneId.systemDefault()).toInstant(); This example uses the default time-zone of the JVM - ZoneId.systemDefault() - to perform the conversion. See here for a longer answer to a rela...
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How can I prevent the “You have mixed tabs and spaces. Fix this?” message?

... This needs to be updated for VS2017 now. As it turns out, this is its own extension that can be disabled now – Joe Phillips Mar 7 '17 at 16:53 ...
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Convert list to tuple in Python

...nce you have used a tuple variable to hold a tuple (45, 34) earlier... So, now tuple is an object of type tuple now... It is no more a type and hence, it is no more Callable. Never use any built-in types as your variable name... You do have any other name to use. Use any arbitrary name for your va...
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clear javascript console in Google Chrome

... Update: As of November 6, 2012, console.clear() is now available in Chrome Canary. If you type clear() into the console it clears it. I don't think there is a way to programmatically do it, as it could be misused. (console is cleared by some web page, end user can't acce...