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Axel Øvrebø Harstad's Projects

algdat icon algdat

TDT4120 Algoritmer og datastrukturer (2017 HØST)

catvsdogscnn icon catvsdogscnn

Classifying images of cats and dogs using different CNNs

fashion_mnist icon fashion_mnist

Neural network model for classifying images of clothing from Fashion MNIST dataset

frozen_lake_rl icon frozen_lake_rl

Using reinforcement learning to train an agent in the frozen lake environment provided by gym.ai

gan-pytorch icon gan-pytorch

A collection of different GANs (including WGAN-GP, BiGAN and CycleGAN) implemented in PyTorch.

gat-pytorch icon gat-pytorch

Graph Attention Network (Veličković et. al, 2017) implemented in Pytorch

gnn-pytorch icon gnn-pytorch

Some simple pytorch implementations of Graph Neural Networks

googlenet icon googlenet

GoogLeNet/InceptionNet pytorch implementation from scratch

image-classification icon image-classification

Image classification using extensive feature extraction with simple classifiers in addition to transfer learning using CNNs (CS200 at UC Berkeley)

intelimageclassification icon intelimageclassification

Competition from Kaggle. Neural network to classify image data of Natural Scenes around the world. Implemented using Keras

ktn icon ktn

TTM4100 Communication - Services and Networks

made-pytorch icon made-pytorch

A PyTorch implementation of MADE (Masked Autoencoder Distribution Estimation)

maze_mdp icon maze_mdp

Solving a Markov Decision Problem for a maze, using the value iteration method

n-queens-problem icon n-queens-problem

N-queens Problem (with animation) implemented using the Random-Restart Hill-Climbing Search Algorithm

oop icon oop

TDT4100 Objekt-orientert programmering (2017 VÅR)

plab2 icon plab2

TDT4113 Programmeringsprosjekt (2017 HØST)

planning_graph icon planning_graph

Implementing a graph planner as a part of an assignment in the subject TDT4136 Introduction to Artificial Intelligence.

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