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What is the most efficient way to create a dictionary of two pandas Dataframe columns?

...ies(df.Letter.values,index=df.Position).to_dict() Out[9]: {1: 'a', 2: 'b', 3: 'c', 4: 'd', 5: 'e'} Speed comparion (using Wouter's method) In [6]: df = pd.DataFrame(randint(0,10,10000).reshape(5000,2),columns=list('AB')) In [7]: %timeit dict(zip(df.A,df.B)) 1000 loops, best of 3: 1.27 ms per loo...
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What's the difference between eval, exec, and compile?

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Is there a foreach in MATLAB? If so, how does it behave if the underlying data changes?

...in other languages. This means that the following code always prints 1, 2, 3, 4, 5 regardless of the value of B. A = 1:5; for i = A A = B; disp(i); end If you want to be able to respond to changes in the data structure during iterations, a WHILE loop may be more appropriate --- you'll be...
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How is a CRC32 checksum calculated?

Maybe I'm just not seeing it, but CRC32 seems either needlessly complicated, or insufficiently explained anywhere I could find on the web. ...
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Code Golf: Collatz Conjecture

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How to find the sum of an array of numbers

Given an array [1, 2, 3, 4] , how can I find the sum of its elements? (In this case, the sum would be 10 .) 43 Answers ...
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List comprehension: Returning two (or more) items for each item

...: x ** 2 >>> list(chain.from_iterable((f(x), g(x)) for x in range(3))) [2, 0, 3, 1, 4, 4] Timings: from timeit import timeit f = lambda x: x + 2 g = lambda x: x ** 2 def fg(x): yield f(x) yield g(x) print timeit(stmt='list(chain.from_iterable((f(x), g(x)) for x in range(3)))',...
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What are the correct version numbers for C#?

...numbers for C#? What came out when? Why can't I find any answers about C# 3.5 ? 12 Answers ...
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How do I detect what .NET Framework versions and service packs are installed?

A similar question was asked here , but it was specific to .NET 3.5. Specifically, I'm looking for the following: 13 Answe...
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Add Variables to Tuple

... 388 Tuples are immutable; you can't change which variables they contain after construction. Howeve...