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@MAGICS-LAB

MAGICS-LAB

Northwestern University MAGICS Labs

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  1. DNABERT_2 DNABERT_2 Public

    [ICLR 2024] DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genome

    Shell 271 63

  2. DNABERT_S DNABERT_S Public

    DNABERT_S: Learning Species-Aware DNA Embedding with Genome Foundation Models

    Python 73 14

  3. SparseModernHopfield SparseModernHopfield Public

    [NeurIPS 2023] On Sparse Modern Hopfield Model

    Python 57 12

  4. OutEffHop OutEffHop Public

    [ICML 2024] Outlier-Efficient Hopfield Layers for Large Transformer-Based Models

    Python 18 2

  5. STanHop STanHop Public

    [ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction

    Python 15 1

  6. NonparametricHopfield NonparametricHopfield Public

    Nonparametric Modern Hopfield Models

    Jupyter Notebook 7

Repositories

Showing 10 of 10 repositories
  • OutEffHop Public

    [ICML 2024] Outlier-Efficient Hopfield Layers for Large Transformer-Based Models

    MAGICS-LAB/OutEffHop’s past year of commit activity
    Python 18 MIT 2 1 0 Updated Oct 17, 2024
  • Optimal-Hopfield-Memory Public
    MAGICS-LAB/Optimal-Hopfield-Memory’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 16, 2024
  • DNABERT_2 Public

    [ICLR 2024] DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genome

    MAGICS-LAB/DNABERT_2’s past year of commit activity
    Shell 271 Apache-2.0 63 36 5 Updated Aug 23, 2024
  • UHop Public

    [ICML 2024] Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models

    MAGICS-LAB/UHop’s past year of commit activity
    Python 7 Apache-2.0 0 0 0 Updated Jun 3, 2024
  • BiSHop Public

    [ICML 2024] BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model

    MAGICS-LAB/BiSHop’s past year of commit activity
    Python 6 Apache-2.0 0 0 0 Updated May 27, 2024
  • DNABERT_S Public

    DNABERT_S: Learning Species-Aware DNA Embedding with Genome Foundation Models

    MAGICS-LAB/DNABERT_S’s past year of commit activity
    Python 73 14 2 1 Updated May 13, 2024
  • SparseModernHopfield Public

    [NeurIPS 2023] On Sparse Modern Hopfield Model

    MAGICS-LAB/SparseModernHopfield’s past year of commit activity
    Python 57 MIT 12 0 0 Updated Mar 26, 2024
  • STanHop Public

    [ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction

    MAGICS-LAB/STanHop’s past year of commit activity
    Python 15 MIT 1 1 0 Updated Jan 18, 2024
  • NonparametricHopfield Public

    Nonparametric Modern Hopfield Models

    MAGICS-LAB/NonparametricHopfield’s past year of commit activity
    Jupyter Notebook 7 0 0 0 Updated Jan 8, 2024
  • DNABERT Public Forked from jerryji1993/DNABERT

    [Bioinformatics] DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

    MAGICS-LAB/DNABERT’s past year of commit activity
    Python 7 Apache-2.0 160 0 0 Updated Oct 26, 2023

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