GeoDS Lab @UW-Madison

Pinned Repositories

CATS
Conditional Adversarial Trajectory Synthesis
Language:Python18 4 12
COVID-SDPD
Language:MATLAB5 4 01
COVID19USFlows
Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic
Language:Jupyter Notebook132 8 823
FLEE-GNN
Language:Jupyter Notebook4 3 00
IntraCounty-Mobility-SEIR
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.
Language:MATLAB12 4 02
LSTM-TrajGAN
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection
Language:Python62 6 425
Region2vec
Language:Python16 4 13
STICC
STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity
Language:Jupyter Notebook31 4 18
T-Huff
Language:Jupyter Notebook13 3 012
Travel-Network-SEIR
a travel-network-based susceptible-exposed-infectious-removed (SEIR) mathematical compartmental model ODE system.
Language:MATLAB4 4 02

GeoDS Lab @UW-Madison's Repositories

GeoDS/COVID19USFlows
Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic
Language:Jupyter Notebook132 8 823
GeoDS/LSTM-TrajGAN
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection
Language:Python62 6 425
GeoDS/STICC
STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity
Language:Jupyter Notebook31 4 18
GeoDS/CATS
Conditional Adversarial Trajectory Synthesis
Language:Python18 4 12
GeoDS/Region2vec
Language:Python16 4 13
GeoDS/T-Huff
Language:Jupyter Notebook13 3 012
GeoDS/IntraCounty-Mobility-SEIR
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.
Language:MATLAB12 4 02
GeoDS/COVID-SDPD
Language:MATLAB5 4 01
GeoDS/FLEE-GNN
Language:Jupyter Notebook4 3 00
GeoDS/Travel-Network-SEIR
a travel-network-based susceptible-exposed-infectious-removed (SEIR) mathematical compartmental model ODE system.
Language:MATLAB4 4 02
GeoDS/COVID19USFlows-DailyFlows
2 4 16
GeoDS/COVID19USFlows-WeeklyFlows
2 4 03
GeoDS/FL-LocRec
Language:Python2 4 01
GeoDS/COVID19USFlows-DailyFlows-Ct2021
1 4 02
GeoDS/COVID19USFlows-WeeklyFlows-Ct2019
1 4 01
GeoDS/geods_workshop
Language:Jupyter Notebook1 3 01
GeoDS/mapmobility
1 3 0
GeoDS/Auto-RSA-HPSA
Language:Python3 0
GeoDS/COVID-19-Analysis-State-Level
Language:Jupyter Notebook3 0
GeoDS/COVID-TSDPD
Seeding efficient large-scale public health interventions in diverse spatial-social networks
Language:MATLAB3 0
GeoDS/COVID19USFlows-DailyFlows-Ct2019-1
4 01
GeoDS/COVID19USFlows-DailyFlows-Ct2019-2
4 01
GeoDS/COVID19USFlows-DailyFlows-Ct2019-3
4 01
GeoDS/COVID19USFlows-DailyFlows-Ct2020-1
4 03
GeoDS/COVID19USFlows-DailyFlows-Ct2020-2
4 02
GeoDS/COVID19USFlows-DailyFlows-Ct2020-3
4 02
GeoDS/COVID19USFlows-WeeklyFlows-Ct2020
4 02
GeoDS/COVID19USFlows-WeeklyFlows-Ct2021
4 01
GeoDS/MapStyleTransfer
3 0