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@irmlma

Interpretable and robust machine learning for mobility analysis

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  1. mobility-simulation-cdpm mobility-simulation-cdpm Public

    Synthetic location trajectories generation using categorical diffusion models

    Python 2

  2. mobility-simulation mobility-simulation Public

    Mechanistic individual mobility generation models with a synthetic dataset

    Python 2

  3. uncertainty-quantification-snf uncertainty-quantification-snf Public

    Uncertainty quantification and out-of-distribution detection using surjective normalizing flows

    Python 1

  4. mobility-metrics mobility-metrics Public

    Individual mobility metrics

    Python

  5. next-location-prediction next-location-prediction Public

    Python 1

Repositories

Showing 5 of 5 repositories
  • mobility-metrics Public

    Individual mobility metrics

    irmlma/mobility-metrics’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Nov 4, 2024
  • mobility-simulation Public

    Mechanistic individual mobility generation models with a synthetic dataset

    irmlma/mobility-simulation’s past year of commit activity
    Python 2 Apache-2.0 0 1 0 Updated Jun 14, 2024
  • irmlma/next-location-prediction’s past year of commit activity
    Python 0 Apache-2.0 1 0 0 Updated Jun 13, 2024
  • mobility-simulation-cdpm Public

    Synthetic location trajectories generation using categorical diffusion models

    irmlma/mobility-simulation-cdpm’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Feb 20, 2024
  • uncertainty-quantification-snf Public

    Uncertainty quantification and out-of-distribution detection using surjective normalizing flows

    irmlma/uncertainty-quantification-snf’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Feb 6, 2024

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