by Suf | Nov 13, 2024 | Machine Learning, PyTorch
Contents Introduction Gradients in Neural Networks Backpropagation and Gradient Descent Without zero_grad() With zero_grad() Plotting Losses Monitoring Loss Summary When training neural networks in PyTorch, calling zero_grad() is essential before backpropagating...
by Suf | Oct 6, 2024 | DSA, Programming, Python, Tips
Introduction Binary Search is a cornerstone algorithm in computer science, widely used for efficiently searching elements in sorted collections. Its simplicity and power make it a go-to solution for countless problems involving large datasets. In this blog post,...
by Suf | Sep 29, 2024 | DSA, Programming, Python, Tips
TimSort is a hybrid sorting algorithm that combines Insertion Sort and Merge Sort to deliver efficient performance on real-world data. It was originally designed for Python and is now the default sorting algorithm used by Python’s sorted() function and list.sort(). In...
by Suf | Sep 27, 2024 | DSA, Programming, Python, Tips
Cocktail Sort is a bidirectional variation of Bubble Sort, where elements are alternately sorted from left to right and right to left. This alternating approach allows smaller elements to move to the front and larger elements to the end in fewer passes than the...
by Suf | Sep 22, 2024 | DSA, Programming, Python, Tips
Introduction Shell Sort is an efficient, in-place, comparison-based sorting algorithm that generalizes insertion sort by allowing the exchange of items that are far apart. It’s named after its inventor, Donald Shell, who introduced it in 1959. Shell sort is...
