by Suf | Dec 20, 2024 | C++, Programming
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...
by Suf | Dec 18, 2024 | C++, Programming
Introduction The “function was not declared in this scope” error is one of the most common compilation errors encountered by C++ developers. This error occurs when you try to use a function that hasn’t been properly declared or made visible to the...
by Suf | Nov 25, 2024 | GPU, Machine Learning, Programming, Python, PyTorch
Introduction PyTorch is a versatile and widely-used framework for deep learning, offering seamless integration with GPU acceleration to significantly enhance training and inference speeds. This guide walks you through setting up PyTorch to utilize a GPU, using Google...
by Suf | Nov 21, 2024 | Machine Learning, Programming, PyTorch
Introduction ReLU (Rectified Linear Unit) revolutionized deep learning with its simplicity and efficiency, becoming the go-to activation function for neural networks. Defined as f(x) = max(0, x), ReLU activates only positive inputs, solving issues like vanishing...
by Suf | Nov 20, 2024 | Data Science, Programming, R, Tips
Table of Contents Introduction The Basics of set.seed() Why Use set.seed()? Best Practices Common Use Cases Troubleshooting Advanced Usage: Random Number Generators (RNGs) in R Conclusion Introduction In R programming, reproducibility is crucial for scientific...
by Suf | Nov 17, 2024 | Machine Learning, Programming, Python, PyTorch
Contents Introduction Understanding the Error Common Causes Example to Reproduce Error Inception v3 Specific Requirements Complete Working Solution Best Practices Introduction When working with pre-trained models in PyTorch, particularly convolutional neural networks,...
