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Run an OLS regression with Pandas Data Frame

...kage which was one of pandas' optional dependencies before pandas' version 0.20.0 (it was used for a few things in pandas.stats.) >>> import pandas as pd >>> import statsmodels.formula.api as sm >>> df = pd.DataFrame({"A": [10,20,30,40,50], "B": [20, 30, 10, 40, 50], "C":...
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What is the difference between 127.0.0.1 and localhost

... still have to do an actual lookup of localhost somewhere. If you use 127.0.0.1, then (intelligent) software will just turn that directly into an IP address and use it. Some implementations of gethostbyname will detect the dotted format (and presumably the equivalent IPv6 format) and not do a looku...
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HSL to RGB color conversion

... 308 Garry Tan posted a Javascript solution on his blog (which he attributes to a now defunct mjijac...
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How to create the most compact mapping n → isprime(n) up to a limit N?

...ent every odd number with one bit e.g. for the given range of numbers (1, 10], starts at 3: 1110 31 Answers ...
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Fastest way to check if a string matches a regexp in ruby?

... 104 Starting with Ruby 2.4.0, you may use RegExp#match?: pattern.match?(string) Regexp#match? is...
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deleting rows in numpy array

... [7,8,9]]) To delete the first row, do this: x = numpy.delete(x, (0), axis=0) To delete the third column, do this: x = numpy.delete(x,(2), axis=1) So you could find the indices of the rows which have a 0 in them, put them in a list or a tuple and pass this as the second argument of the...
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How to detect if a script is being sourced

... This seems to be portable between Bash and Korn: [[ $_ != $0 ]] && echo "Script is being sourced" || echo "Script is a subshell" A line similar to this or an assignment like pathname="$_" (with a later test and action) must be on the first line of the script or on the line ...
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How do I plot in real-time in a while loop using matplotlib?

... version of the code in question (requires at least version Matplotlib 1.1.0 from 2011-11-14): import numpy as np import matplotlib.pyplot as plt plt.axis([0, 10, 0, 1]) for i in range(10): y = np.random.random() plt.scatter(i, y) plt.pause(0.05) plt.show() Note some of the changes...
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How to detect a Christmas Tree? [closed]

... 10 Answers 10 Active ...
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Simple regular expression for a decimal with a precision of 2

... 408 Valid regex tokens vary by implementation. A generic form is: [0-9]+(\.[0-9][0-9]?)? More co...