Name: Odin Hoff Gardå
Type: User
Company: University of Bergen
Bio: PhD Student in the Machine Learning Group at UiB, Bergen.
Previously: MSc in Topology 🍩 (NTNU), BSc in Mathematics (NTNU), Technician/automation eng.
Location: Bergen, Norway
Blog: odinhg.no
Odin Hoff Gardå's Projects
Using ArcFace and a Triplet Network to create latent representations of plankton images. Comparison of performance on the downstream task of training a simple classifier on embeddings.
Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2024.
Implementation of core and alpha-core persistent homology.
Traffic prediction with graph neural network using PyTorch Geometric. The implementation uses the MetaLayer class to build the GNN which allows for separate edge, node and global models.
Weather prediction on stereo images using a graph equivariant convolutional neural network.
A crash course for students enrolled in the course INF264 – Introduction to Machine Learning.
PyTorch implementation of SimCLR, ArcFace, CosFace and Triplet Network.
Preliminary experiments using set and graph based methods to solve classification on the ModelNet40 dataset.
Static content of my personal website built with hugo.
Simple Python wordle game for killing time in terminal.
This is an introductory tutorial to tabular Q-learning in Norwegian.
Q-learning tutorial for INF100 spring semester 2024. This is a modified version containing only the Q-learning part.
Implementation of SimCLR for self-supervised learning of embeddings of plankton image data.
Debugging tools for SLEDE8
Creating embeddings for plankton images using a standard softmax classifier.
Play the spymaster in the boardgame Codenames using word embeddings.
Topological Deep Learning