Pinned Repositories
graphium
Graphium: Scaling molecular GNNs to infinity.
bottleneck
Code for our paper "Attending to Graph Transformers"
icl-linear-regression-mup
Exploring zero-shot hyper-parameter transfer when scaling width, depth and training steps for in-context linear regression
image-server
🍋 Serving images to Foxglove in Lemon
lemon
🍋 Lightweight Event-Management On Nodes in Python
maml-tf2
A fast implementation of MAML (Finn et al. 2017) in Tensorflow 2
normconf-2022
Official supplementary repository for my talk at https://normconf.com/: Metrics Are Born at Sea But Stored In the Cloud
probing-graph-transformers
Code for our paper "Attending to Graph Transformers"
towards-principled-gts
Code for our paper "Towards Principled Graph Transformers"
wl-transformers
Code for our ICML 2024 paper "Aligning Transformers with Weisfeiler-Leman"
luis-mueller's Repositories
luis-mueller/probing-graph-transformers
Code for our paper "Attending to Graph Transformers"
luis-mueller/maml-tf2
A fast implementation of MAML (Finn et al. 2017) in Tensorflow 2
luis-mueller/towards-principled-gts
Code for our paper "Towards Principled Graph Transformers"
luis-mueller/wl-transformers
Code for our ICML 2024 paper "Aligning Transformers with Weisfeiler-Leman"
luis-mueller/normconf-2022
Official supplementary repository for my talk at https://normconf.com/: Metrics Are Born at Sea But Stored In the Cloud
luis-mueller/icl-linear-regression-mup
Exploring zero-shot hyper-parameter transfer when scaling width, depth and training steps for in-context linear regression
luis-mueller/bottleneck
Code for our paper "Attending to Graph Transformers"
luis-mueller/image-server
🍋 Serving images to Foxglove in Lemon
luis-mueller/lemon
🍋 Lightweight Event-Management On Nodes in Python
luis-mueller/pytorch-maml
An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta
luis-mueller/sleepy
A python tool for slow wave detection and labelling
luis-mueller/Stein-Variational-Gradient-Descent
code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"
luis-mueller/structural-awareness-gt
Starter code: Structural awareness tests for graph transformers
luis-mueller/svgd-tf2
Tensorflow 2 implementation of SVGD
luis-mueller/awesome-normconf
List of resources coming out of Normconf Slack
luis-mueller/drep
Implementation of 2012 Li et al. DREP method as part of the Hot-Topics in Computer Vision Seminar @ TU Berlin
luis-mueller/graphium-smg
Graphium fork for Scaling Molecular GNNs project at Graphcore
luis-mueller/luis-mueller.github.io
My academic website
luis-mueller/meta-learning-notes
A collection of notes on meta-learning, in particular optimization-based methods (e.g., MAML)
luis-mueller/Pluto.jl
🎈 Lightweight reactive notebooks for Julia
luis-mueller/rosbag-player
🍋 Playing ROS bags in Lemon
luis-mueller/SignNet-BasisNet
SignNet and BasisNet