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Detect and exclude outliers in Pandas data frame

...g expression would do that in one shot. df = pd.DataFrame(np.random.randn(100, 3)) from scipy import stats df[(np.abs(stats.zscore(df)) < 3).all(axis=1)] description: For each column, first it computes the Z-score of each value in the column, relative to the column mean and standard deviati...
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ipython: print complete history (not just current session)

...e.history.HistoryAccessor(profile='default') profile_hist.get_session_info(100) This will print out something like (100, datetime.datetime(2018, 2, 13, 19, 8, 30, 40691), None, None, '') This means that the session 100 started on the 13th of Feb 2018 19:08:30. ...
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Does SVG support embedding of bitmap images?

...k="http://www.w3.org/1999/xlink"> ... <image width="100" height="100" xlink:href="data:image/png;base64,IMAGE_DATA" /> ... </svg> The svg element attribute xmlns:xlink declares xlink as a namespace prefix and says where the definition is. That the...
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How do I check if a string is valid JSON in Python?

...s_json("{asdf}") #prints False print is_json('{ "age":100}') #prints True print is_json("{'age':100 }") #prints False print is_json("{\"age\":100 }") #prints True print is_json('{"age":100 }') #prints True print is_json('...
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Does ruby have real multithreading?

...reads.rb 38293 0.0 S 33T 0:00.00 0:00.00 38293 100.0 R 31T 0:00.04 0:21.92 38293 100.0 R 31T 0:00.04 0:21.95 38293 100.0 R 31T 0:00.04 0:21.99 Once again, the same program but now with the good old MRI. Due to the fact that t...
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Why does InetAddress.isReachable return false, when I can ping the IP address?

... for (InetAddress address : addresses) { if (address.isReachable(10000)) { System.out.println("Connected "+ address); } else { System.out.println("Failed "+address); } } //output:*Failed www.google.com/74.125....
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What's the “average” requests per second for a production web application?

... Wikipedia seems to be 30000 to 70000 per second spread over 300 servers (100 to 200 requests per second per machine, most of which is caches) Geograph is getting 7000 images per week (1 upload per 95 seconds) share ...
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ViewPager PagerAdapter not updating the View

...ch time you want to update some value. Imagine for example that you have 100 pages with 100 TextViews and you only want to update one value periodically. With the approaches explained before, this means you are removing and instantiating 100 TextViews on each update. It does not make sense... ...
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How do I declare and initialize an array in Java?

...pi/java/util/stream/IntStream.html int [] myIntArray = IntStream.range(0, 100).toArray(); // From 0 to 99 int [] myIntArray = IntStream.rangeClosed(0, 100).toArray(); // From 0 to 100 int [] myIntArray = IntStream.of(12,25,36,85,28,96,47).toArray(); // The order is preserved. int [] myIntArray = In...
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jQuery AJAX file upload PHP

..._FILES['file']['name']); $extension = end($test); $name = rand(100,999).'.'.$extension; $location = 'uploads/'.$name; move_uploaded_file($_FILES['file']['tmp_name'], $location); echo '<img src="'.$location.'" height="100" width="100" />'; } ...