Neural Networks

In this tutorial, we will explore Physics Informed Neural Networks (PINNs), which are neural networks trained to solve supervised learning tasks while respecting given laws of physics described by general nonlinear partial differential equations.

Deep Neural Network Implementation Using PyTorch - Implementing all the layers In this tutorial, we will explore the various layers available in the torch.nn module. These layers are the building blocks of neural networks and allow us to create complex architectures for different tasks.

Introduction 🚀 Dive into the Exciting World of Deep Neural Networks with PyTorch! 🤖🔥 Hey there, fellow tech enthusiast! 🤓 Ever felt like PyTorch is a bit of a puzzle, unlike its more user-friendly counterparts?