gengchenmai / space2vec
Gengchen Mai, Krzysztof Janowicz, Bo Yan, Rui Zhu, Ling Cai, Ni Lao. Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells, In: Proceedings of ICLR 2020, Apr. 26 - 30, 2020, Addis Ababa, ETHIOPIA .
☆122Updated 2 years ago
Alternatives and similar repositories for space2vec:
Users that are interested in space2vec are comparing it to the libraries listed below
- PyTorch implementation of the paper "Positional Encoder Graph Neural Networks for Geographic Data"☆53Updated last year
- ☆34Updated last year
- A graph convolutional neural network for classification of building patterns using spatial vector data☆73Updated 4 years ago
- ☆26Updated last year
- Gengchen Mai, Krzysztof Janowicz, Ling Cai, Rui Zhu, Blake Regalia, Bo Yan, Meilin Shi, Ni Lao. SE-KGE: A Location-Aware Knowledge Graph …☆22Updated 2 years ago
- Pytorch implementation of the Loc2Vec with some modifications for speed☆54Updated 5 years ago
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆136Updated last week
- Implementation and examples for Tile2Vec☆113Updated last year
- ☆76Updated last year
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆55Updated 2 years ago
- ☆21Updated last year
- Repository for the paper "Unsupervised Representation Learning of Spatial Data via Multimodal Embedding"☆11Updated 5 years ago
- The code and documentation for geo-contextual multitask embedding learner☆25Updated 3 years ago
- Course materials for big data and urban computing (2020 fall semester).☆43Updated 4 years ago
- Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic☆141Updated 2 years ago
- Place2Vec ground truth dataset☆29Updated 6 years ago
- ☆108Updated 2 years ago
- Data and codes for MetroGAN☆16Updated 4 months ago
- Official implementation of the paper "Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs"☆23Updated last year
- Repo for Predicting Livelihood Indicators from Community-Generated Street-Level Imagery (AAAI21).☆20Updated 2 years ago
- Spatio-Temporal Graph Convolutional Networks☆110Updated 6 years ago
- NeuroTPR: a Neuro-net ToPonym Recognition model for extracting locations from social media messages☆21Updated last year
- Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction☆16Updated 2 years ago
- This repository contains a Python script (Jupyter notebook) implementing extraction of street blocks from OpenStreetMap (or other sources…☆28Updated 5 years ago
- Data and code for paper 'Quantifying urban areas with multi-source data based on percolation theory' (RSE)☆15Updated 5 years ago
- Repository for the IJGIS paper "Zero-shot urban function inference with street view images through prompting a pre-trained vision-languag…☆21Updated 10 months ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆33Updated 3 years ago
- ☆14Updated last year
- ☆57Updated 6 years ago
- ☆17Updated 11 months ago