Machine Learning & Astrophysics Hack Days

PAST EVENTS:
Machine Learning & Astrophysics Hack Days

Note that this workshop will be completely online. The instructor will be online to answer all your questions and guide you through the theory part and the hands-on parts. No in-person presence is possible due to the COVID-19 pandemic.

external pageAnomaly Detection and (variational) autoencoderscall_made
13th Nov. 2020 - 10:00-14:00

Agenda
11:00-12:00 - Theory of autoencoders with introduction to variational autoencoders
12:00-13:00 - Hands-on session with guided exercises and examples (Python)
13:00-14:00 - Invited Talk: Ben Moseley

external pageDe-noising of imagescall_made
11th December 2020 - 10:00-13:00

Agenda
10:00-11:00 - Theory of neural networks and autoencoders applied to the problem of de-noising images
11:00-12:00 - Hands-on session with guided exercises and examples (Python) - Inlcuding lunch while programming
12:00-13:00 - Invited Talk: Timothy Gebhard

external pageClassification of observationscall_made
15th January 2021 - 10:00-13:00

Agenda
10:00-11:00 - Theory part (more information coming soon)
11:00-12:00 - Hands-on session with guided exercises and examples (Python)
12:00-13:00 - Invited Talk: Dr. Megan Ansdell