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How do I determine k when using k-means clustering?

I've been studying about k-means clustering , and one thing that's not clear is how you choose the value of k. Is it just a matter of trial and error, or is there more to it? ...
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Is calculating an MD5 hash less CPU intensive than SHA family functions?

...ond, for a "long" message (this is what you get for messages longer than 8 kB). This is with sphlib, a library of hash function implementations in C (and Java). All implementations are from the same author (me) and were made with comparable efforts at optimizations; thus the speed differences can be...
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How to replace a hash key with another key

... hash[:new_key] = hash.delete :old_key share | improve this answer | follow | ...
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transform object to array with lodash

... What about if you wanted to preserve the key as a property? (in this example, if the id property did not exist and you wanted to create it based on the key of each object. – Michael Liquori Mar 7 '16 at 20:02 ...
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How to elegantly rename all keys in a hash in Ruby? [duplicate]

... ages = { 'Bruce' => 32, 'Clark' => 28 } mappings = { 'Bruce' => 'Bruce Wayne', 'Clark' => 'Clark Kent' } ages.transform_keys(&mappings.method(:[])) #=> { 'Bruce Wayne' => 32, 'Clark Kent' => 28 } ...
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Removing duplicates from a list of lists

... >>> k = [[1, 2], [4], [5, 6, 2], [1, 2], [3], [4]] >>> import itertools >>> k.sort() >>> list(k for k,_ in itertools.groupby(k)) [[1, 2], [3], [4], [5, 6, 2]] itertools often offers the fastest and mo...
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Extract subset of key-value pairs from Python dictionary object?

I have a big dictionary object that has several key value pairs (about 16), but I am only interested in 3 of them. What is the best way (shortest/efficient/most elegant) to achieve that? ...
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Sort Go map values by keys

... through the returned map in the code, returned by the topic function, the keys are not appearing in order. 6 Answers ...
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Elegant way to invert a map in Scala

...ning Scala currently and needed to invert a Map to do some inverted value->key lookups. I was looking for a simple way to do this, but came up with only: ...
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Check if at least two out of three booleans are true

An interviewer recently asked me this question: given three boolean variables, a, b, and c, return true if at least two out of the three are true. ...