PyTorch Basics: Solving the Ax=b matrix equation with gradient descent

Marton Trencseni - Fri 08 February 2019 • Tagged with pytorch

I will show how to solve the standard A x = b matrix equation with PyTorch. This is a good toy problem to show some guts of the framework without involving neural networks.

PyTorch computational graph

Continue reading

Automating a Call Center with Machine Learning

Marton Trencseni - Sun 27 January 2019 • Tagged with fetchr, machine-learning, call-center

Over a period of 6 months, we rolled out a Machine Learning model to predict a customer’s delivery (latitude, longitude). During the recent holiday peak, this ML model handled most of Fetchr’s order scheduling.

Share of ML scheduled versus Call center scheduled deliveries

Continue reading