‘Head First’ Style Data Structures & Algorithms Book? [closed]

The Algorithm Design Manual by Steve Skiena isn’t exactly a barrel of laughs, but it’s relatively light on the deeper mathematics and contains lots of what he calls “War Stories”, which are illustrative examples from real world situations where algorithm work really paid off (or, sometimes, totally failed). He’s also got his audio and video … Read more

What are probabilistic data structures?

There are probably a lot of different (and good) answers, but in my humble opinion, the common characteristics of probabilistic data structures is that they provide you with approximate, not precise answer. How many items are here? About 1523425 with probability of 99% Update: Quick search produced link to decent article on the issue: Probabilistic … Read more

Does the extra comma at the end of a dictionary, list or set has any special meaning in Python?

It has no special meaning in a list or dictionary, but can be useful when using source code change management tools, see below. Non-empty tuples are defined by using a comma between elements, the parentheses are optional and only required in contexts where the comma could have a different meaning. Because the comma defines the … Read more

How to check if a key/value pair exists in a Dictionary?

Well the pair can’t exist if the key doesn’t exist… so fetch the value associated with the key, and check whether that’s the value you were looking for. So for example: // Could be generic of course, but let’s keep things simple… public bool ContainsKeyValue(Dictionary<string, int> dictionary, string expectedKey, int expectedValue) { int actualValue; if … Read more

Best way to retrieve K largest elements from large unsorted arrays?

Another way of solving this is using Quickselect. This should give you a total average time complexity of O(n). Consider this: Find the kth largest number x using Quickselect (O(n)) Iterate through the array again (or just through the right-side partition) (O(n)) and save all elements ≥ x Return your saved elements (If there are … Read more

How do you remove elements from a std::vector while iterating? [duplicate]

The erase() method returns a new (valid) iterator that points to the next element after the deleted one. You can use this iterator to continue with the loop: std::vector<std::string>::iterator iter; for (iter = m_vPaths.begin(); iter != m_vPaths.end(); ) { if (::DeleteFile(iter->c_str())) iter = m_vPaths.erase(iter); else ++iter; }

What is a C# analog of C++ std::pair?

Tuples are available since .NET4.0 and support generics: Tuple<string, int> t = new Tuple<string, int>(“Hello”, 4); In previous versions you can use System.Collections.Generic.KeyValuePair<K, V> or a solution like the following: public class Pair<T, U> { public Pair() { } public Pair(T first, U second) { this.First = first; this.Second = second; } public T First … Read more

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