| python Programming Glossary: memoizationHow to make built-in containers (sets, dicts, lists) thread safe? http://stackoverflow.com/questions/13610654/how-to-make-built-in-containers-sets-dicts-lists-thread-safe  object lockedmethod on every call # best to add a layer of memoization lock self._lock def lockedmethod args kwargs  with lock  return.. 
 Preserving signatures of decorated functions http://stackoverflow.com/questions/147816/preserving-signatures-of-decorated-functions  all arguments to a specific type perform logging implement memoization etc. Here is an example def args_as_ints f def g args kwargs.. 
 Python: Why are global variables evil? http://stackoverflow.com/questions/19158339/python-why-are-global-variables-evil  for performance reasons or simplicity or for caching memoization. But of course that short question of yours really has many.. 
 Time complexity of accessing a Python dict http://stackoverflow.com/questions/1963507/time-complexity-of-accessing-a-python-dict  edit As per request here's a simplified version of the memoization function def memoize fun memoized def memo args key args if.. 
 What is memoization and how can I use it in Python? http://stackoverflow.com/questions/1988804/what-is-memoization-and-how-can-i-use-it-in-python  is memoization and how can I use it in Python  I just started Python and I've.. in Python  I just started Python and I've got no idea what memoization is and how to use it. Also may I have a simplified example .. to use it. Also may I have a simplified example  python memoization   share improve this question   Memoization effectively refers.. 
 list of all paths from source to sink in directed acyclic graph [duplicate] http://stackoverflow.com/questions/3278481/list-of-all-paths-from-source-to-sink-in-directed-acyclic-graph  result return result This also allows you to save the memoization dictionary between invocations so if you need to compute the.. 
 Memoization Handler http://stackoverflow.com/questions/3377258/memoization-handler  to create a class like the one below that can handle the memoization process for you The benefits of memoization are so great in.. can handle the memoization process for you The benefits of memoization are so great in some cases like this one where it drops from.. 'memoizedFactorial '  python dynamic programming memoization   share improve this question   You can memoize without having.. 
 Algorithm to find which number in a list sum up to a certain number http://stackoverflow.com/questions/3420937/algorithm-to-find-which-number-in-a-list-sum-up-to-a-certain-number  I will explain it using a recursive function and memoization which is easier to understand than a bottom up approach. Let's.. calls which leads to an O 2^n algorithm. Now we can apply memoization to make it run in time O n S which is faster if S is not too.. 
 Python - anyone have a memoizing decorator that can handle unhashable arguments? http://stackoverflow.com/questions/4669391/python-anyone-have-a-memoizing-decorator-that-can-handle-unhashable-arguments  to make this setup more scalable. As implemented without memoization it calculates the level of dependencies multiple times e.g... 8 times I think in the example above . Thanks Mike  python memoization   share improve this question   Here is the example in Alex.. 
 Numpy NdArray Memoization http://stackoverflow.com/questions/5362781/numpy-ndarray-memoization  around there are about a dozen ways not to implement memoization generally full of collisions and issues with ndarrays being.. numpy objects  python multidimensional array matrix numpy memoization   share improve this question   How about this package http.. 
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