Tensor Views in PyTorch
In PyTorch, understanding how to reshape and manipulate tensors is essential. One powerful feature that helps with this is Tensor Views. If you’re working with neural networks, image data, or…
Understanding Tensor Attributes in PyTorch
What Are Tensor Attributes? In PyTorch, a tensor is a multi-dimensional array that stores numerical data. Each tensor has attributes—properties that define its structure, data type, storage location, and other metadata. Understanding these…
torch.Tensor Explained: Basics, Examples, and Common Methods in PyTorch
If you're diving into deep learning with PyTorch, there's one core building block you must understand — the torch.Tensor. This object is the heart of all computations in PyTorch, similar…
Understanding torch.nn in PyTorch
If you're learning deep learning with PyTorch, one of the most important modules you'll encounter is torch.nn. This module forms the backbone of neural network creation in PyTorch. Whether you’re…
Understanding torch.nn.functional: A Comprehensive Guide
Understanding torch.nn.functional: A Comprehensive Guide The torch.nn.functional module is a fundamental part of PyTorch, providing a collection of stateless functions for neural network operations. Unlike torch.nn, which contains classes with learnable parameters, torch.nn.functional (often imported…
PyTorch Cheatsheet for Beginners: A Quick Guide to Get Started
Introduction to PyTorch: PyTorch Cheatsheet If you're starting your deep learning journey and have chosen PyTorch, you're already on the right track. PyTorch is a powerful open-source deep learning framework…
Python Replace Part of String – How to Modify and Clean Strings Easily (2025)
Working with strings is a fundamental part of programming, and Python makes it super easy. One of the most common string operations is replacing a part of a string —…
What is Formatted String in Python?
When you're writing code in Python, one of the most common tasks you'll come across is inserting variables into strings. That's where formatted strings in Python come in. This feature…
String Slicing in Python Explained with Examples
If you're new to Python programming or even brushing up your skills, one concept that you'll encounter early on is string slicing. It's one of Python's most powerful and elegant…
String Concatenation Python: All You Need to Know with Examples
If you're learning Python or building applications that involve text manipulation, one of the first and most important concepts you’ll come across is string concatenation. In simple terms, string concatenation…
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