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    57 repositories

    • disparate-benefits

      Public
      The Disparate Benefits of Deep Ensembles
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 18, 2024Oct 18, 2024

    • cloome

      Public
      Jupyter Notebook
      •
      Other
      •8•32•1•0•Updated Oct 15, 2024Oct 15, 2024

    • uncertainty-measures

      Public
      On Information-Theoretic Measures of Predictive Uncertainty
      Jupyter Notebook
      •
      MIT License
      •1•9•0•0•Updated Oct 15, 2024Oct 15, 2024

    • EVA

      Public
      One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation
      Python
      •
      MIT License
      •0•26•0•0•Updated Oct 14, 2024Oct 14, 2024

    • RA-DT

      Public
      Retrieval-Augmented Decision Transformer: External Memory for In-context RL
      reinforcement-learningmulti-task-learningdecision-transformersretrieval-augmented-generation
      Python
      •
      MIT License
      •0•7•0•0•Updated Oct 10, 2024Oct 10, 2024

    • UPT

      Public
      Code for the paper Universal Physics Transformers
      universal-physics-transformer
      Python
      •
      MIT License
      •7•71•1•0•Updated Oct 8, 2024Oct 8, 2024

    • L2M

      Public
      Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
      reinforcement-learningroboticslorafine-tuningcontinual-learningmultitask-learningdecision-transformers
      Python
      •
      MIT License
      •5•50•0•0•Updated Oct 6, 2024Oct 6, 2024

    • hyper-dti

      Public
      HyperPCM: Robust task-conditioned modeling of drug-target interactions
      deep-learningpytorchdrug-discoveryhypernetworksdrug-target-interactionsproteochemometrics
      Python
      •
      MIT License
      •5•35•0•0•Updated Oct 1, 2024Oct 1, 2024

    • MIM-Refiner

      Public
      A Contrastive Learning Boost from Intermediate Pre-Trained Representations
      Python
      •
      MIT License
      •3•35•0•0•Updated Sep 19, 2024Sep 19, 2024

    • clamp

      Public
      Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
      machine-learningcheminformaticsdrug-discoveryzero-shotqsarassay-modelingcontrastive-learning
      Python
      •
      Other
      •6•86•0•0•Updated Sep 13, 2024Sep 13, 2024

    • DIffUCO

      Public
      Python
      •3•28•2•0•Updated Sep 12, 2024Sep 12, 2024

    • SDLG

      Public
      SDLG is an efficient method to accurately estimate aleatoric semantic uncertainty in LLMs
      Jupyter Notebook
      •1•24•1•0•Updated Jun 7, 2024Jun 7, 2024

    • GINNs-Geometry-informed-Neural-Networks

      Public
      Jupyter Notebook
      •
      MIT License
      •7•56•0•0•Updated May 29, 2024May 29, 2024

    • hopfield-boosting

      Public
      Jupyter Notebook
      •
      MIT License
      •0•27•0•0•Updated May 15, 2024May 15, 2024

    • diverse-hits

      Public
      Code accompanying our paper on diversity-based comparison of goal-directed generators
      Jupyter Notebook
      •
      MIT License
      •0•4•0•0•Updated May 5, 2024May 5, 2024

    • universal-physics-transformer

      Public
      Universal Physics Transformer
      universal-physics-transformer
      0•0•0•0•Updated May 3, 2024May 3, 2024

    • vnegnn

      Public
      Python
      •
      MIT License
      •4•23•1•0•Updated Apr 26, 2024Apr 26, 2024

    • autoregressive_activity_prediction

      Public
      This repo includes code for the autoregressive activity prediction for low-data drug discovery manuscript
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Apr 15, 2024Apr 15, 2024

    • MHNfs

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •2•14•0•0•Updated Apr 12, 2024Apr 12, 2024

    • MAE-CT

      Public
      Python
      •
      MIT License
      •5•31•0•0•Updated Apr 4, 2024Apr 4, 2024

    • GNN-VPA

      Public
      A Variance-Preserving Aggregation Strategy for Graph Neural Networks
      Python
      •
      MIT License
      •1•6•0•0•Updated Mar 20, 2024Mar 20, 2024

    • convex-init

      Public
      Code for Principled Weight Initialisation for Input-Convex Neural Networks
      Python
      •
      MIT License
      •0•5•0•0•Updated Jan 19, 2024Jan 19, 2024

    • helm

      Public
      Python
      •
      Other
      •4•52•0•0•Updated Jan 15, 2024Jan 15, 2024

    • HopCPT

      Public
      Conformal Prediction for Time Series with Modern Hopfield Networks
      Python
      •
      MIT License
      •8•70•1•1•Updated Nov 29, 2023Nov 29, 2023

    • VAG-CO

      Public
      Python
      •0•11•0•0•Updated Nov 22, 2023Nov 22, 2023

    • ml-jku.github.io

      Public
      Repository for the website of Institute for Machine Learning, Linz.
      JavaScript
      •
      MIT License
      •2•1•0•1•Updated Nov 2, 2023Nov 2, 2023

    • DeepRC

      Public
      DeepRC: Immune repertoire classification with attention-based deep massive multiple instance learning
      Python
      •24•112•2•1•Updated Sep 12, 2023Sep 12, 2023

    • mhn-react

      Public
      Modern Hopfield Network (MHN) for template relevance prediction
      Jupyter Notebook
      •
      Other
      •10•41•0•0•Updated Sep 4, 2023Sep 4, 2023

    • quam

      Public
      Quantification of Uncertainty with Adversarial Models
      Jupyter Notebook
      •
      MIT License
      •0•27•0•0•Updated Jul 11, 2023Jul 11, 2023

    • semantic-image-text-alignment

      Public
      Python
      •
      Other
      •1•24•1•0•Updated Jul 10, 2023Jul 10, 2023