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Christofer Fransson's Projects

core_rl icon core_rl

Repo of core reinforcement learning algorithms and explanations using pytorch lightning

create-vm icon create-vm

Quickly create guest VMs using cloud image files and cloud-init.

dhrl_official icon dhrl_official

Code for "DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning" (NeurIPS 2022 Oral)

digress icon digress

code for the paper "DiGress: Discrete Denoising diffusion for graph generation"

drlearner_beta icon drlearner_beta

Open Source Deep Reinforcement Learning, based on Agent 57 (Badia et al, 2020)

dygraphs icon dygraphs

Interactive visualizations of time series using JavaScript and the HTML canvas tag

factorysim icon factorysim

Gym Environment to simulate the Layout Problem as a Markov Decision Process to be solved by Reinforcement Learning

foo icon foo

This is a repo just to test git commands

geocube icon geocube

Tool to convert geopandas vector data into rasterized xarray data.

improved-firefly-algorithm icon improved-firefly-algorithm

This project represents the implementation of the training-free model evaluation based on the Intra-Cluster Distance, and the improved firefly algorithm (IFA) used in our paper "Improving Neural Architecture Search by Mixing a FireFly algorithm with a Training Free Evaluation" published in IJCNN 2022

k3s-ansible icon k3s-ansible

A fully automated HA k3s etcd install with kube-vip, MetalLB, and more

modular-diffusion icon modular-diffusion

Modular PyTorch (Lightning) implementation of Diffusion Probabilistic Models

mp-dqn icon mp-dqn

Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"

multigraph_transformer icon multigraph_transformer

accepted by IEEE TNNLS, transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"

muzero icon muzero

A structured implementation of MuZero

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