Lin, Yue's repositories
semantic_address_matching
An implementation of our paper in IJGIS 'A deep learning architecture for semantic address matching'
ArcEngine-WGIS
A GISystem for Wuhan University, with attribute query, route query, spatial query, theme maps
GIS4YangtzeRiver
A WebGIS platform for Yangtze River, JS/JAVA + Tomcat + GeoServer + PostgreSQL/PostGIS + OpenLayers
sandwich_spatial_interpolator
Spatial interpolation based on spatial stratified heterogeneity
shortest_distance
Implementations of single- and all-pair shortest path algorithms (dijkstra, floyd-warshall, and hedetniemi)
synthetic-populations
Generating Small Area Synthetic Microdata for Public Use
urban_landmarks_rf
Codes for our IJGIS paper 'Extracting urban landmarks from geographical datasets using a random forests classifier'
dafrcnn-pytorch
Domain Adaptive Faster R-CNN in PyTorch
GISGraphics
GIS graphics, including DDA, zooming, filling, Bezier, convex, clip, map projection
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
geodemo-fairness-eval
You are where you live? Evaluating the racial and ethnic (mis) representation in geodemographic classification
geoind
Geo-indistinguishable masking: enhancing privacy protection in spatial point mapping
geospatial
This repo hosts notebook materials for the Geospatial Fellows Program.
ucgis-iguide-geoprivacy
This repo hosts notebook materials for the UCGIS I-GUIDE Community Champion project. These notebooks will be made available on the CyberGISX platform and the UCGIS GIS&T Body of Knowledge.
5523_project
Group project for AU20 CSE 5523
5526_neural_networks
AU20 CSE 5526 coursework
8102_adv_spatial_data
SP20 GEOG 8102 coursework
discrete-gaussian-differential-privacy
Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
geopandas
Python tools for geographic data
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
MAF
The implementation of paper "Multi-adversarial Faster-RCNN for Unrestricted Object Detection"
map_projection_1
Equivalent Difference Latitude Parallel Polyconic Projection, Polyconic Projection with Meridional Intervals on Decrease Away From Central Meridian by Tangent
modeling-examples
Gurobi modeling examples
tda-eval
Assessing the Impact of Differential Privacy on Population Uniques in Geographically Aggregated Data: The Case of the 2020 U.S. Census
traffic_data_aggregation
Aggregating traffic data from multiple data sources using cokriging