Category: 2. PyTorch

It is required to understand the difference between the PyTorch and TensorFlow for starting a new project. Libraries play a crucial role when developers decide to work in deep learning or machine learning researches. According to a survey, there are 1,616 ML developers and data scientists who are using PyTorch and 3.4 ML developers who are using TensorFlow. We… Continue reading PyTorch vs. TensorFlow

It is essential to understand all the basic concepts which are required to work with PyTorch. PyTorch is completely based on Tensors. Tensor has operations to perform. Apart from these, there are lots of other concepts which are required to perform the task. Now, understand all the concepts one by one to gain deep knowledge… Continue reading PyTorch Basics

PyTorch provides the torch.nn module to help us in creating and training of the neural network. We will first train the basic neural network on the MNIST dataset without using any features from these models. We will use only the basic PyTorch tensor functionality and then we will incrementally add one feature from torch.nn at… Continue reading torch.nn in PyTorch

PyTorch is an optimized tensor library for deep learning using CPUs and GPUs. PyTorch has a rich set of packages which are used to perform deep learning concepts. These packages help us in optimization, conversion, and loss calculation, etc. Let’s get a brief knowledge of these packages. S.No Name Description 1. Torch The torch package… Continue reading PyTorch Packages

For installation, first, you have to choose your preference and then run the install command. You can start installation locally or with a cloud partner. In the below diagram, Stable shows the most currently supported and tested version of PyTorch (1.1), which is suitable for many users. If you want the latest 1.1 builds but… Continue reading Installation of PyTorch

PyTorch is a small part of a computer software which is based on Torch library. It is a Deep Learning framework introduced by Facebook. PyTorch is a Machine Learning Library for Python programming language which is used for applications such as Natural Language Processing. The high-level features which are provided by PyTorch are as follows: With the help of the Graphics Processing Unit (GPU), it gives… Continue reading What is Pytorch?

PyTorch Tutorial is designed for both beginners and professionals. Our Tutorial provides all the basic and advanced concepts of Deep learning, such as deep neural network and image processing. PyTorch is a framework of deep learning, and it is a Python machine learning package based on Torch. This tutorial is designed in such a way… Continue reading PyTorch Tutorial