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Principal component analysis in Python

...is 2 x 20. Dropping the primes, d . Vt 2 principal vars = p.vars_pc( 20 vars ) U 1000 obs = p.pc_obs( 2 principal vars ) U . d . Vt 1000 obs, p.obs( 20 vars ) = pc_obs( vars_pc( vars )) fast approximate A . vars, using the `npc` principal components Ut ...
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How to trigger event when a variable's value is changed?

...e you want to create a property. public int MyProperty { get { return _myProperty; } set { _myProperty = value; if (_myProperty == 1) { // DO SOMETHING HERE } } } private int _myProperty; This allows you to run some code any time the pr...
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Callback functions in C++

...ard algorithms library <algorithm> use callbacks. For example the for_each algorithm applies an unary callback to every item in a range of iterators: template<class InputIt, class UnaryFunction> UnaryFunction for_each(InputIt first, InputIt last, UnaryFunction f) { for (; first != las...
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Is there any difference between “foo is None” and “foo == None”?

...pares the same object instance Whereas == is ultimately determined by the __eq__() method i.e. >>> class Foo(object): def __eq__(self, other): return True >>> f = Foo() >>> f == None True >>> f is None False ...
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Disable assertions in Python

...umentation: An assert statement like this: assert expression #, optional_message Is equivalent to if __debug__: if not expression: raise AssertionError #(optional_message) And, the built-in variable __debug__ is True under normal circumstances, False when optimization is requested...
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What is the most efficient way of finding all the factors of a number in Python?

...om functools import reduce def factors(n): return set(reduce(list.__add__, ([i, n//i] for i in range(1, int(n**0.5) + 1) if n % i == 0))) This will return all of the factors, very quickly, of a number n. Why square root as the upper limit? sqrt(x) * sqrt(x) = x. So if t...
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Use of #pragma in C

... == 7 Here's how you'd do the same thing in GCC: struct PackedStructure __attribute__((__packed__)) { char a; int b; short c; }; // sizeof(PackedStructure == 7) The GCC code is more portable, because if you want to compile that with a non-GCC compiler, all you have to do is #define __att...
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python design patterns [closed]

...for their existence. It's nothing more than class Null(object): def __init__(self, *args, **kwargs): "Ignore parameters." return None def __call__(self, *args, **kwargs): "Ignore method calls." return self def __getattr__(self, mname): "Ignore...
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Python: Best way to add to sys.path relative to the current running script

...single line to each file, add a import statement at top e.g. import import_my_lib keep import_my_lib.py in bin and import_my_lib can correctly set the python path to whatever lib you want share | ...
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Timeout function if it takes too long to finish [duplicate]

...nal class TimeoutError(Exception): pass def timeout(seconds=10, error_message=os.strerror(errno.ETIME)): def decorator(func): def _handle_timeout(signum, frame): raise TimeoutError(error_message) def wrapper(*args, **kwargs): signal.signal(signal.SI...