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@GeoDS

GeoDS Lab @UW-Madison

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  1. COVID19USFlows COVID19USFlows Public

    Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic

    Jupyter Notebook 133 23

  2. IntraCounty-Mobility-SEIR IntraCounty-Mobility-SEIR Public

    A human mobility flow-augmented stochastic SEIR-style epidemic modeling framework is developed, which combines with data assimilation and machine learning to reconstruct the historical growth traje…

    MATLAB 13 2

  3. STICC STICC Public

    STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity

    Jupyter Notebook 32 8

  4. LSTM-TrajGAN LSTM-TrajGAN Public

    LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection

    Python 67 26

Repositories

Showing 10 of 30 repositories
  • region2vec-GAT Public Forked from GeoDS/Region2vec

    GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning

    GeoDS/region2vec-GAT’s past year of commit activity
    Python 0 4 0 0 Updated Nov 22, 2024
  • LSTM-TrajGAN Public

    LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection

    GeoDS/LSTM-TrajGAN’s past year of commit activity
    Python 67 26 3 0 Updated Sep 2, 2024
  • Region2vec Public
    GeoDS/Region2vec’s past year of commit activity
    Python 16 4 1 0 Updated Aug 20, 2024
  • STICC Public

    STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity

    GeoDS/STICC’s past year of commit activity
    Jupyter Notebook 32 BSD-2-Clause 8 1 0 Updated Aug 20, 2024
  • FLEE-GNN Public
    GeoDS/FLEE-GNN’s past year of commit activity
    Jupyter Notebook 5 0 0 0 Updated Aug 20, 2024
  • Auto-RSA-HPSA Public
    GeoDS/Auto-RSA-HPSA’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jun 28, 2024
  • CATS Public

    Conditional Adversarial Trajectory Synthesis

    GeoDS/CATS’s past year of commit activity
    Python 21 MIT 1 0 0 Updated Oct 12, 2023
  • geods_workshop Public
    GeoDS/geods_workshop’s past year of commit activity
    Jupyter Notebook 1 MIT 1 0 0 Updated Apr 21, 2023
  • IntraCounty-Mobility-SEIR Public

    A human mobility flow-augmented stochastic SEIR-style epidemic modeling framework is developed, which combines with data assimilation and machine learning to reconstruct the historical growth trajectories of COVID-19 infection within a county.

    GeoDS/IntraCounty-Mobility-SEIR’s past year of commit activity
    MATLAB 13 MIT 2 0 0 Updated Mar 10, 2023
  • COVID19USFlows Public

    Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic

    GeoDS/COVID19USFlows’s past year of commit activity
    Jupyter Notebook 133 MIT 23 1 0 Updated Mar 10, 2023
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