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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 371 83

  2. SparseModernHopfield SparseModernHopfield Public

    [NeurIPS 2023] On Sparse Modern Hopfield Model

    Python 51 12

  3. OutEffHop OutEffHop Public

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

    Python 21 3

  4. GERM GERM Public

    [ICML 2025] Fast and Low-Cost Genomic Foundation Models via Outlier Removal.

    Python 6 1

  5. STanHop STanHop Public

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

    Python 20 1

  6. Chain-of-Actions Chain-of-Actions Public

    [ICLR 2025] Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models

    Python 4 1

Repositories

Showing 10 of 17 repositories
  • GenoArmory Public

    GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models

    MAGICS-LAB/GenoArmory’s past year of commit activity
    Python 3 MIT 0 0 0 Updated May 5, 2025
  • GERM Public

    [ICML 2025] Fast and Low-Cost Genomic Foundation Models via Outlier Removal.

    MAGICS-LAB/GERM’s past year of commit activity
    Python 6 MIT 1 0 0 Updated May 4, 2025
  • SMUTF Public Forked from fireindark707/Python-Schema-Matching

    [Information System] SMUTF: Schema Matching Using Generative Tags and Hybrid Features

    MAGICS-LAB/SMUTF’s past year of commit activity
    Python 2 Apache-2.0 11 0 0 Updated May 4, 2025
  • OutEffHop Public

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

    MAGICS-LAB/OutEffHop’s past year of commit activity
    Python 21 MIT 3 1 0 Updated May 4, 2025
  • UAP_Attention Public

    Universal Approximation with Softmax Attention

    MAGICS-LAB/UAP_Attention’s past year of commit activity
    Python 1 0 0 0 Updated Apr 26, 2025
  • icdl Public

    Code for "In-Context Deep Learning via Transformer Models"

    MAGICS-LAB/icdl’s past year of commit activity
    0 0 0 0 Updated Apr 11, 2025
  • genomeocean Public Forked from jgi-genomeocean/genomeocean

    The official implementation of GenomeOcean.

    MAGICS-LAB/genomeocean’s past year of commit activity
    Python 2 9 0 0 Updated Mar 28, 2025
  • Chain-of-Actions Public

    [ICLR 2025] Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models

    MAGICS-LAB/Chain-of-Actions’s past year of commit activity
    Python 4 Apache-2.0 1 0 0 Updated Feb 22, 2025
  • DNABERT_S Public

    [ISMB 2025] DNABERT_S: Learning Species-Aware DNA Embedding with Genome Foundation Models

    MAGICS-LAB/DNABERT_S’s past year of commit activity
    Python 99 24 2 1 Updated Feb 6, 2025
  • 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 371 Apache-2.0 83 42 2 Updated Dec 14, 2024

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