Projects in Awesome Lists by ml-jku
A curated list of projects in awesome lists by ml-jku .
https://github.com/ml-jku/hopfield-layers
Hopfield Networks is All You Need
Last synced: 08 Apr 2025
https://github.com/ml-jku/hopular
Hopular: Modern Hopfield Networks for Tabular Data
Last synced: 09 Apr 2025
https://github.com/ml-jku/baselines-rudder
RUDDER for ATARI games with delayed rewards in OpenAI Baselines package
Last synced: 24 Apr 2025
https://github.com/ml-jku/deeprc
DeepRC: Immune repertoire classification with attention-based deep massive multiple instance learning
Last synced: 29 Apr 2025
https://github.com/ml-jku/upt
Code for the paper Universal Physics Transformers
Last synced: 07 Apr 2025
https://github.com/ml-jku/clamp
Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
assay-modeling cheminformatics contrastive-learning drug-discovery machine-learning qsar zero-shot
Last synced: 15 Mar 2025
https://github.com/ml-jku/hopcpt
Conformal Prediction for Time Series with Modern Hopfield Networks
Last synced: 29 Apr 2025
https://github.com/ml-jku/l2m
Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
continual-learning decision-transformers fine-tuning lora multitask-learning reinforcement-learning robotics
Last synced: 29 Apr 2025
https://github.com/ml-jku/sars-cov-inhibitors-chemai
Large-scale ligand-based virtual screening for potential SARS-Cov-2 inhibitors using a deep neural network
Last synced: 27 Feb 2025
https://github.com/ml-jku/rudder
RUDDER: Return Decomposition for Delayed Rewards
Last synced: 27 Feb 2025
https://github.com/ml-jku/mhn-react
Modern Hopfield Network (MHN) for template relevance prediction
Last synced: 29 Apr 2025
https://github.com/ml-jku/mim-refiner
A Contrastive Learning Boost from Intermediate Pre-Trained Representations
Last synced: 29 Apr 2025
https://github.com/ml-jku/mc-lstm
Experiments with Mass Conserving LSTMs
deep-learning lstm machine-learning
Last synced: 29 Apr 2025
https://github.com/ml-jku/hyper-dti
HyperPCM: Robust task-conditioned modeling of drug-target interactions
deep-learning drug-discovery drug-target-interactions hypernetworks proteochemometrics pytorch
Last synced: 29 Apr 2025
https://github.com/ml-jku/lsc
Large-scale comparison of machine learning methods for drug target prediction on ChEMBL
Last synced: 29 Apr 2025
https://github.com/ml-jku/lram
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
decision-transformers mamba reinforcement-learning robotics xlstm
Last synced: 29 Apr 2025
https://github.com/ml-jku/quam
Quantification of Uncertainty with Adversarial Models
Last synced: 29 Apr 2025
https://github.com/ml-jku/sdlg
SDLG is an efficient method to accurately estimate aleatoric semantic uncertainty in LLMs
Last synced: 29 Apr 2025
https://github.com/ml-jku/rudder-demonstration-code
Code for demonstration example-task in RUDDER blog
Last synced: 29 Apr 2025
https://github.com/ml-jku/align-rudder
Code to reproduce results on toy tasks and companion blog for the paper.
Last synced: 29 Apr 2025
https://github.com/ml-jku/oeaw_ai_summer_school
Introduction to Machine Learning and Neural Networks, including NNs, CNNs, RNNs, AE, VAE, and GAN
Last synced: 27 Feb 2025
https://github.com/ml-jku/ra-dt
Retrieval-Augmented Decision Transformer: External Memory for In-context RL
decision-transformers multi-task-learning reinforcement-learning retrieval-augmented-generation
Last synced: 29 Apr 2025
https://github.com/ml-jku/mgenerators-failure-modes
Shows some of the ways molecule generation and optimization can go wrong
Last synced: 29 Apr 2025
https://github.com/ml-jku/subgd
Code for "Few-Shot Learning by Dimensionality Reduction in Gradient Space"
Last synced: 29 Apr 2025
https://github.com/ml-jku/reactive-exploration
Code for the paper "Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning"
Last synced: 29 Apr 2025
https://github.com/ml-jku/tensorflow-layer-library
Tensorflow Layer Library (TeLL)
Last synced: 29 Apr 2025
https://github.com/ml-jku/gnn-vpa
A Variance-Preserving Aggregation Strategy for Graph Neural Networks
Last synced: 29 Apr 2025
https://github.com/ml-jku/convex-init
Code for Principled Weight Initialisation for Input-Convex Neural Networks
Last synced: 06 May 2025
https://github.com/ml-jku/lam-slide
Code for the paper LaM-SLidE - Latent Space Modeling of Spatial Dynamical Systems via Linked Entities
dynamical-systems flow-matching latent-diffusion latent-space molecular-dynamics molecular-dynamics-simulation simulation
Last synced: 08 May 2025
https://github.com/ml-jku/diverse-hits
Code accompanying our paper on diversity-based comparison of goal-directed generators
Last synced: 06 May 2025
https://github.com/ml-jku/tpdistance
Computation of 3D Triangle Point Distances (on a GPU)
Last synced: 06 May 2025
https://github.com/ml-jku/plattscaling
Python Package for Platt scaling based on the algorithm according to Lin, Lin and Weng
Last synced: 27 Feb 2025
https://github.com/ml-jku/ml-jku.github.io
Repository for the website of Institute for Machine Learning, Linz.
Last synced: 15 Mar 2025
https://github.com/ml-jku/blog-post-performer
Blog post to the Performer paper including exemplary notebooks
Last synced: 27 Feb 2025
https://github.com/ml-jku/universal-physics-transformer
Universal Physics Transformer
Last synced: 27 Feb 2025
https://github.com/ml-jku/autoregressive_activity_prediction
This repo includes code for the autoregressive activity prediction for low-data drug discovery manuscript
Last synced: 27 Feb 2025