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@gitter-lab

Gitter Lab

Computational biology research group at UW-Madison and the Morgridge Institute

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  1. nn4dms nn4dms Public

    Neural networks for deep mutational scanning data

    Jupyter Notebook 66 16

  2. metl metl Public

    Mutational Effect Transfer Learning (METL) framework for pretraining and finetuning biophysics-informed protein language models

    Python 22 2

  3. LPWC LPWC Public

    Lag Penalized Weighted Correlation for Time Series Clustering

    R 20 3

  4. ssps ssps Public

    Sparse Signaling Pathway Sampling: MCMC for signaling pathway inference

    Julia 14

  5. metl-pretrained metl-pretrained Public

    Pretrained METL models with minimal dependencies

    Python 13

  6. prmf prmf Public

    Pathway-Regularized Matrix Factorization

    Python 11

Repositories

Showing 10 of 31 repositories
  • metl Public

    Mutational Effect Transfer Learning (METL) framework for pretraining and finetuning biophysics-informed protein language models

    gitter-lab/metl’s past year of commit activity
    Python 22 MIT 2 0 0 Updated Aug 31, 2024
  • metl-pretrained Public

    Pretrained METL models with minimal dependencies

    gitter-lab/metl-pretrained’s past year of commit activity
    Python 13 MIT 0 3 1 Updated Aug 30, 2024
  • metl-sim Public

    High-throughput framework for running molecular simulations for METL

    gitter-lab/metl-sim’s past year of commit activity
    Python 10 MIT 4 2 0 Updated Aug 30, 2024
  • low-n-mlde-review Public

    Low N machine learning-assisted directed evolution perspective written with Manubot

    gitter-lab/low-n-mlde-review’s past year of commit activity
    HTML 0 CC-BY-4.0 0 1 0 Updated Aug 30, 2024
  • SINGE Public

    Gene regulatory network reconstruction from pseudotemporal single-cell gene expression data

    gitter-lab/SINGE’s past year of commit activity
    MATLAB 11 MIT 6 13 3 Updated Jul 11, 2024
  • metl-pub Public

    Supplementary datasets and scripts for the METL manuscript

    gitter-lab/metl-pub’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Jul 2, 2024
  • osmotic-stress Public

    A study of yeast osmotic stress response signaling

    gitter-lab/osmotic-stress’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Jun 28, 2024
  • hiv1-aurkb Public

    Scripts for analyzing HIV-1 producer cell proteomic and phosphoproteomic data

    gitter-lab/hiv1-aurkb’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Jun 20, 2024
  • active-learning-drug-discovery Public

    End-to-end active learning pipeline for virtual screening and drug discovery

    gitter-lab/active-learning-drug-discovery’s past year of commit activity
    Jupyter Notebook 3 MIT 0 11 1 Updated Mar 7, 2024
  • min-cost-flow Public

    Pathway reconstruction with a minimum cost flow algorithm

    gitter-lab/min-cost-flow’s past year of commit activity
    Python 1 MIT 1 1 1 Updated Jan 29, 2024

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