Workshop / Overview

This half-day workshop is designed for PyTorch beginners and will walk you through the basics of the PyTorch library. We start by introducing the basic building blocks (Tensors, Autograd) and also cover how to build more advanced models like CNNs or LSTMs in the second part.

During the workshop, we will go through a series of Jupyter notebooks which also allow participants to directly experiment with the code.

Machine Learning knowledge is not strictly necessary but we won't have time to explain all the machine learning details.

Workshop / Outcome

Acquire a solid understanding of the basics of PyTorch and get an overview of its powerful functionalities for deep learning applications.

Workshop / Difficulty

Beginner level

Workshop / Prerequisites

  • Python programming
  • Machine Learning Basics
  • Own Laptop with a modern browser

Track / Co-organizers

Andreas Hug

PhD Student, EPFL

Evann Courdier

Research Assistant, EPFL

AMLD EPFL 2019 / Workshops

TensorFlow Basics 2019 – Saturday

With Bartek Wołowiec, Megan Ruthven, Ruslan Habalov & Andreas Steiner

09:00-16:30 January 26

Document Digitization Challenge

With Mihai Gurban & Raquel Terrés Cristofani

09:00-16:30 January 262A

TensorFlow Basics 2019 – Sunday

With Bartek Wołowiec, Megan Ruthven, Ruslan Habalov & Andreas Steiner

09:00-16:30 January 274ABC

AMLD / Global partners