Pinned Repositories
2SFCA
两步移动搜索法
a-2017
Public Repository for cs109a, 2017 edition
abmgis
Accompanying resources for the book 'Agent-Based Modelling and Geographical Information Systems: A Practical Primer'.
ADNet
This is the official code for the published paper 'Deep Reinforcement Learning for Multi-Period Facility Location: 𝑝𝑘-median Dynamic Location Problem'.
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
Code-of-RL-Beginning
opt-greedy
Code and Dataset for 'Evolutionary Greedy Algorithm for Optimal Sensor Placement Problem in Urban Sewage Surveillance'
opt-SPO
Code and Dataset for "Cost-effective Sensor Placement for Large-scale Urban Sewage Surveillance"
sywang-20's Repositories
sywang-20/ADNet
This is the official code for the published paper 'Deep Reinforcement Learning for Multi-Period Facility Location: 𝑝𝑘-median Dynamic Location Problem'.
sywang-20/agile-2023-spatialopt
Resources for 2023 AGILE workshop on spatial optimisation
sywang-20/benchmarking-gnns
Repository for benchmarking graph neural networks
sywang-20/Code-of-RL-Beginning
sywang-20/crat-pred
sywang-20/opt-greedy
Code and Dataset for 'Evolutionary Greedy Algorithm for Optimal Sensor Placement Problem in Urban Sewage Surveillance'
sywang-20/opt-SPO
Code and Dataset for "Cost-effective Sensor Placement for Large-scale Urban Sewage Surveillance"
sywang-20/cvrp-genetic-algorithm
A project solving the Capacitated Vehicle Routing Problem (CVRP) using a genetic algorithm. The goal is to determine the optimal routes for a fleet of vehicles to deliver goods to multiple locations while ensuring no vehicle exceeds its capacity and minimizing the total travel cost.
sywang-20/darp-benchmark
Package for solving dial-a-ride problems.
sywang-20/drone_station_pmp
The code for the p-median problem of the stations of drone patrols. Drone patrols are used to respond to crime incidents in an area, in which the crime risk of each street segments is estimated using historical crime records and network kernel density estimation methods.
sywang-20/EVQUARIUM
EVQUARIUM is an evaluation tool that quantifies the accessibility of EV charging station locations using queueing and graph theory. Given a zonal distribution of EVs with access times to charging stations, it outputs the access patterns and social impacts under equilibrium.
sywang-20/EVRPTW-PR-ALNS
Electric Vehicle Routing Problem with Time Window - Partially Charging Strategy - Adaptive Large Neighborhood Search
sywang-20/GNNPapers
Must-read papers on graph neural networks (GNN)
sywang-20/GTA-RL
Attention based model for learning to solve different routing problems
sywang-20/location-mode-prediction
[SIGSPATIAL '22] Next location prediction considering travel mode
sywang-20/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
sywang-20/Meituan-INFORMS-TSL-Research-Challenge
sywang-20/MetroGNN
sywang-20/mgwr
Multiscale Geographically Weighted Regression (MGWR)
sywang-20/mobility_emissions
Collection of methods that compute emissions starting from mobility trajectories.
sywang-20/osmnx_adjacency_matrix_for_graph_convolutional_networks
Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs
sywang-20/ReinforcementLearningCourse
sywang-20/ridesharing-optimization
Ride-sharing optimization formulation based on queuing theory.
sywang-20/scikit-mobility
python package--scikit-mobility: mobility analysis in Python
sywang-20/sds_env
Spatial Data Science Environment
sywang-20/shap
A game theoretic approach to explain the output of any machine learning model.
sywang-20/sound-sensors-spatial-optimization
sywang-20/SpoNet
sywang-20/sywang-20
sywang-20/sywang-20.github.io
My personal website