PyTorch is a deep learning framework that significantly simplifies the process of writing and training deep neural networks. It supports a wide range of architectures, from shallow ones to deep ones like transformers. I mean, any neural network architecture you can think of. On the other hand, tensors are fundamental data structures in PyTorch; they…

# Category: Linear Algebra

## Mathematical concepts behind Norms in Linear algebra

This article is a beginner guide to norms from linear algebra. The commonly used norms: L1 norm, L2 norm, max-norm and Frobenius norm are also discussed.

## Basic Operations on Tensors

In this article, we’ll see the basic operations (Addition, Broadcasting, Multiplication, Transpose, Inverse) that can be performed on tensors.

## Scalars, Vectors, Matrices and Tensors

This article discusses the fundamentals of linear algebra: scalars, vector, matrices and tensors. The real-world use case of tensors is briefly introduced.