Tag - PyTorch

Installation

PyTorch vs. TensorFlow: 1 month summary How PyTorch compares to TensorFlow after one month of working with PyTorch. I’ve been a TensorFlow user for the better part of my Deep Learning work. However, when I joined NVIDIA, we decided to switch to PyTor...

Introduction to PyTorch for Deep Learning

In this tutorial, you’ll get an introduction to deep learning using the PyTorch framework, and by its conclusion, you’ll be comfortable applying it to your deep learning models. comments By Derrick Mwiti, Data Analyst In this tutorial, you’ll get an...

Piotr Skalski

Let’s code a Neural Network in plain NumPy Mysteries of Neural Networks Part III Using high-level frameworks like Keras, TensorFlow or PyTorch allows us to build very complex models quickly. However, it is worth taking the time to look inside and und...

PyTorch or TensorFlow?

PyTorch is better for rapid prototyping in research, for hobbyists and for small scale projects. TensorFlow is better for large-scale deployments, especially when cross-platform and embedded deployment is a consideration. Awni Hannun, Stanford. This...

Simple Derivatives with PyTorch

PyTorch includes an automatic differentiation package, autograd, which does the heavy lifting for finding derivatives. This post explores simple derivatives using autograd, outside of neural networks. By Matthew Mayo, KDnuggets. comments Derivatives...