Odin Hoff GardÄ's repositories
inf264-python-crash-course
A crash course for students enrolled in the course INF264 â Introduction to Machine Learning.
odinhg.github.io
Static content of my personal website built with hugo.
challenge-icml-2024
Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2024.
spymaster
Play the spymaster in the boardgame Codenames using word embeddings.
ModelNet40-Experiments
Preliminary experiments using set and graph based methods to solve classification on the ModelNet40 dataset.
QL24
Q-learning tutorial for INF100 spring semester 2024. This is a modified version containing only the Q-learning part.
Q-Learning-Tutorial
This is an introductory tutorial to tabular Q-learning in Norwegian.
Group-Equivariant-Convolutional-Neural-Network-INF367A
Weather prediction on stereo images using a graph equivariant convolutional neural network.
Graph-Neural-Networks-INF367A
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.
TopoModelX
Topological Deep Learning
ordl
Simple Python wordle game for killing time in terminal.
INF368A-representation-learning
PyTorch implementation of SimCLR, ArcFace, CosFace and Triplet Network.
SimCLR-self-supervised-INF368A
Implementation of SimCLR for self-supervised learning of embeddings of plankton image data.
ArcFace-and-Triplet-Network-INF368A
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.
Softmax-Embeddings-INF368A
Creating embeddings for plankton images using a standard softmax classifier.
slede8tools
Debugging tools for SLEDE8