Category: Machine Learning and Deep Learning

PyTorch or TensorFlow?

Awni Hannun, Stanford. This is a guide to the main differences I’ve found between PyTorch and TensorFlow. This post is intended to be useful for anyone considering starting a new project or making the switch from one...

An Intuitive Guide to Deep Network Architectures

An Intuitive Guide to Deep Network Architectures

By Joyce Xu, Stanford. Over the past few years, much of the progress in deep learning for computer vision can be boiled down to just a handful of neural network architectures. Setting aside all...

Recommendation System Algorithms: An Overview

Recommendation System Algorithms: An Overview

By Daniil Korbut, Statsbot. Today, many companies use big data to make super relevant recommendations and growth revenue. Among a variety of recommendation algorithms, data scientists need to choose the best one according a...