Using PyTorch to Build a Working Neural Network

In this article, we will use PyTorch to build a working neural network. Specifically, this network will be trained to recognize handwritten numerical digits using the famous MNIST dataset. The code in this article borrows heavily from the PyTorch tutorial “Learn the Basics”. We do this for several reasons. Knowledge Background This article assumes the … Read more

The Magic of Neural Networks: History and Concepts

Artificial neural networks have become a powerful tool providing many benefits in our modern world. They are used to filter out spam, perform voice recognition, play games, and drive cars, among many other things. As remarkable as these tools are, they are readily within the grasp of almost anyone. If you have technical interest and … Read more

How to Install PyTorch on PyCharm?

PyTorch is a machine learning framework that facilitates development of production-ready machine learning apps. Problem Formulation: Given a PyCharm project. How to install the PyTorch library in your project within a virtual environment or globally? Here’s a solution that always works: Open File > Settings > Project from the PyCharm menu. Select your current project. … Read more