Sunyu Wang's repositories
2SFCA
两步移动搜索法
abmgis
Accompanying resources for the book 'Agent-Based Modelling and Geographical Information Systems: A Practical Primer'.
agile-2023-spatialopt
Resources for 2023 AGILE workshop on spatial optimisation
bayarea_urbansim
Bay Area Version of the UrbanSim Model
benchmarking-gnns
Repository for benchmarking graph neural networks
EvacuationModel
This repo contains an Agent-based Evacuation Model developed in NetLogo. This model is tailored to near-filed tsunami evacuation (for city of Seaside, OR) but can be adapted to any other city and any other type of disaster with minimal changes.
GNNPapers
Must-read papers on graph neural networks (GNN)
gravity-model-network-analysis
Accessibility and network analysis using gravity-spatial interaction model in Python
GTA-RL
Attention based model for learning to solve different routing problems
location-mode-prediction
[SIGSPATIAL '22] Next location prediction considering travel mode
Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
mgwr
Multiscale Geographically Weighted Regression (MGWR)
mobility_emissions
Collection of methods that compute emissions starting from mobility trajectories.
networkx
Network Analysis in Python
open-gat
Open source software for geographic transport data analysis and planning
OpenTripPlanner_analysis
various scripts using OpenTripPlanner for transportation network analysis
osmnx-examples
Usage examples, demos, and tutorials for OSMnx.
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
scikit-mobility
python package--scikit-mobility: mobility analysis in Python
sds_env
Spatial Data Science Environment
shap
A game theoretic approach to explain the output of any machine learning model.
Spatial-Analysis-Notes
Spatial Analysis Notes
unrasterize
Python package to convert raster data to GeoJSON
urbanaccess
A tool for GTFS transit and OSM pedestrian network accessibility analysis