How to Use HashMap in C++

C++’s unordered_map (commonly known as HashMap in other languages) is a powerful container that stores key-value pairs using hash tables. It provides average constant-time complexity for insertions, deletions, and lookups, making it an essential tool for...

How to Calculate Cohen’s Kappa in R

Inter-rater reliability is crucial in research involving multiple raters or judges. Cohen’s Kappa stands out as a robust statistic that accounts for chance agreement, making it particularly valuable in fields like psychology, medicine, and education. This...

Counting Model Parameters in PyTorch

In deep learning, parameters are the backbone of every neural network. Whether you’re building a simple classifier or a complex deep learning model, understanding how to manage parameters effectively in PyTorch is crucial for success. This comprehensive guide...