Interpretable and robust machine learning for mobility analysis

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5 repositories

mobility-metrics
Public
Individual mobility metrics
python mobility-metrics individual-human-mobility
Python
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Apache License 2.0
•0•0•0•0•Updated Nov 4, 2024Nov 4, 2024
mobility-simulation
Public
Mechanistic individual mobility generation models with a synthetic dataset
python synthetic-data mechanistic-models individual-human-mobility
Python
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Apache License 2.0
•0•2•1•0•Updated Jun 14, 2024Jun 14, 2024
next-location-prediction
Public
Python
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Apache License 2.0
•1•0•0•0•Updated Jun 13, 2024Jun 13, 2024
mobility-simulation-cdpm
Public
Synthetic location trajectories generation using categorical diffusion models
Python
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Apache License 2.0
•0•2•0•0•Updated Feb 20, 2024Feb 20, 2024
uncertainty-quantification-snf
Public
Uncertainty quantification and out-of-distribution detection using surjective normalizing flows
python normalizing-flows out-of-distribution-detection epistemic-uncertainty
Python
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Apache License 2.0
•0•1•0•0•Updated Feb 6, 2024Feb 6, 2024