by Suf | Sep 27, 2024 | C++, DSA, Programming, Tips
Merge Sort is one of the most efficient sorting algorithms, known for its consistent O(n log n) time complexity and stable sorting characteristics. It’s particularly useful when dealing with large datasets or when stability is important in sorting. In this blog post,...
by Suf | Sep 27, 2024 | C++, DSA, Programming, Tips
Sorting algorithms are fundamental to many computer science problems, and understanding how they work is crucial for optimizing performance. In this post, we’ll explore Selection Sort, a simple but inefficient sorting algorithm. We’ll go through the algorithm...
by Suf | Sep 26, 2024 | C++, Data Science, Programming, Tips
Introduction Distance calculations are fundamental in many domains, such as machine learning, statistics, and data analysis. Mahalanobis distance stands out for its ability to measure the distance between a point and a distribution, accounting for correlations between...
by Suf | Sep 25, 2024 | C++, DSA, Programming, Tips
Introduction Quick Sort is a highly efficient sorting algorithm developed by Tony Hoare in 1959. It employs a divide-and-conquer strategy to sort elements in an array or list. Quick Sort is renowned for its average-case time complexity of O(n log n), making it...
by Suf | Sep 24, 2024 | C++, Programming, Tips
In this guide, we’ll explore std::popcount, a C++ feature that efficiently counts the number of set bits (1s) in an integer. We’ll look at how it works internally, its optimizations, and practical examples of its usage. Table of Contents Introduction to...
by Suf | Sep 24, 2024 | C++, Data Science, Programming, Tips
The Hamming distance measures the difference between two strings of equal length, typically used for binary sequences. It counts the number of positions where the corresponding bits or characters differ. This distance is widely used in error detection and correction...
