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@ml-jku

Institute for Machine Learning, Johannes Kepler University Linz

Software of the Institute for Machine Learning, JKU Linz

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  1. hopfield-layers hopfield-layers Public

    Hopfield Networks is All You Need

    Python 1.7k 192

  2. hopular hopular Public

    Hopular: Modern Hopfield Networks for Tabular Data

    Python 305 26

  3. baselines-rudder baselines-rudder Public

    Forked from openai/baselines

    RUDDER for ATARI games with delayed rewards in OpenAI Baselines package

    Python 266 40

  4. cloob cloob Public

    Python 153 11

  5. DeepRC DeepRC Public

    DeepRC: Immune repertoire classification with attention-based deep massive multiple instance learning

    Python 112 24

  6. clamp clamp Public

    Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language

    Python 86 6

Repositories

Showing 10 of 57 repositories
  • disparate-benefits Public

    The Disparate Benefits of Deep Ensembles

    ml-jku/disparate-benefits’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Oct 18, 2024
  • cloome Public
    ml-jku/cloome’s past year of commit activity
    Jupyter Notebook 32 8 1 0 Updated Oct 15, 2024
  • uncertainty-measures Public

    On Information-Theoretic Measures of Predictive Uncertainty

    ml-jku/uncertainty-measures’s past year of commit activity
    Jupyter Notebook 9 MIT 1 0 0 Updated Oct 15, 2024
  • EVA Public

    One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation

    ml-jku/EVA’s past year of commit activity
    Python 26 MIT 0 0 0 Updated Oct 14, 2024
  • RA-DT Public

    Retrieval-Augmented Decision Transformer: External Memory for In-context RL

    ml-jku/RA-DT’s past year of commit activity
    Python 7 MIT 0 0 0 Updated Oct 10, 2024
  • UPT Public

    Code for the paper Universal Physics Transformers

    ml-jku/UPT’s past year of commit activity
    Python 71 MIT 7 1 0 Updated Oct 8, 2024
  • L2M Public

    Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)

    ml-jku/L2M’s past year of commit activity
    Python 50 MIT 5 0 0 Updated Oct 6, 2024
  • hyper-dti Public

    HyperPCM: Robust task-conditioned modeling of drug-target interactions

    ml-jku/hyper-dti’s past year of commit activity
    Python 35 MIT 5 0 0 Updated Oct 1, 2024
  • MIM-Refiner Public

    A Contrastive Learning Boost from Intermediate Pre-Trained Representations

    ml-jku/MIM-Refiner’s past year of commit activity
    Python 35 MIT 3 0 0 Updated Sep 19, 2024
  • clamp Public

    Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language

    ml-jku/clamp’s past year of commit activity
    Python 86 6 0 0 Updated Sep 13, 2024
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