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hopfield-layers
Hopfield Networks is All You Needhopular
Hopular: Modern Hopfield Networks for Tabular Datacloob
DeepRC
DeepRC: Immune repertoire classification with attention-based deep massive multiple instance learningclamp
Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human LanguageGINNs-Geometry-informed-Neural-Networks
helm
sars-cov-inhibitors-chemai
Large-scale ligand-based virtual screening for potential SARS-Cov-2 inhibitors using a deep neural networkL2M
Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)rudder
RUDDER: Return Decomposition for Delayed Rewardsmhn-react
Modern Hopfield Network (MHN) for template relevance predictionmc-lstm
Experiments with Mass Conserving LSTMsUPT
Code for the paper Universal Physics Transformershyper-dti
HyperPCM: Robust task-conditioned modeling of drug-target interactionsMIM-Refiner
A Contrastive Learning Boost from Intermediate Pre-Trained Representationslsc
Large-scale comparison of machine learning methods for drug target prediction on ChEMBLcloome
MAE-CT
quam
Quantification of Uncertainty with Adversarial ModelsDIffUCO
hopfield-boosting
semantic-image-text-alignment
SDLG
SDLG is an efficient method to accurately estimate aleatoric semantic uncertainty in LLMsvnegnn
rudder-demonstration-code
Code for demonstration example-task in RUDDER blogalign-rudder
Code to reproduce results on toy tasks and companion blog for the paper.oeaw_ai_summer_school
Introduction to Machine Learning and Neural Networks, including NNs, CNNs, RNNs, AE, VAE, and GANchef
subgd
Code for "Few-Shot Learning by Dimensionality Reduction in Gradient Space"mgenerators-failure-modes
Shows some of the ways molecule generation and optimization can go wrongreactive-exploration
Code for the paper "Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning"MHNfs
hti-cnn
VAG-CO
tensorflow-layer-library
Tensorflow Layer Library (TeLL)bgnn
gapnet-pl
GNN-VPA
A Variance-Preserving Aggregation Strategy for Graph Neural Networksmelvin
convex-init
Code for Principled Weight Initialisation for Input-Convex Neural NetworksPlattScaling
Python Package for Platt scaling based on the algorithm according to Lin, Lin and WengTPDistance
Computation of 3D Triangle Point Distances (on a GPU)diverse-hits
Code accompanying our paper on diversity-based comparison of goal-directed generatorscovid
haprfn-R
LRAM
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics TasksExCAPE
Code for DNNs in the ExCAPE-Projectblog-post-performer
Blog post to the Performer paper including exemplary notebooksml-jku.github.io
Repository for the website of Institute for Machine Learning, Linz.autoregressive_activity_prediction
This repo includes code for the autoregressive activity prediction for low-data drug discovery manuscriptLove Open Source and this site? Check out how you can help us