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...

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...

Top 10 Videos on Deep Learning in Python

Playlists, individual tutorials (not part of a playlist) and online courses on Deep Learning (DL) in Python using the Keras, Theano, TensorFlow and PyTorch libraries. Assumes no prior knowledge. These videos cover all skill levels and time constraint...

What’s learning in the first place?

�� From zero to research — An introduction to Meta-learning Meta-learning is an exciting trend of research in the machine-learning community which tackles the problem of learning to learn. The traditional paradigm in machine learning research is to g...