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 .
☆121Updated 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"☆51Updated 11 months ago
- ☆32Updated last year
- A graph convolutional neural network for classification of building patterns using spatial vector data☆74Updated 4 years ago
- Pytorch implementation of the Loc2Vec with some modifications for speed☆53Updated 5 years ago
- ☆25Updated last year
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆53Updated 2 years ago
- The code and documentation for geo-contextual multitask embedding learner☆25Updated 3 years ago
- Place2Vec ground truth dataset☆28Updated 6 years ago
- ☆73Updated last year
- ☆10Updated 11 months ago
- ☆21Updated last year
- Implementation and examples for Tile2Vec☆112Updated last year
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆120Updated 2 weeks ago
- Repository for the paper "Unsupervised Representation Learning of Spatial Data via Multimodal Embedding"☆11Updated 5 years ago
- Presence-Only Geographical Priors for Fine-Grained Image Classification - ICCV 2019☆30Updated last year
- Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction☆16Updated last year
- NeuroTPR: a Neuro-net ToPonym Recognition model for extracting locations from social media messages☆20Updated last year
- ☆14Updated 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
- Course materials for big data and urban computing (2020 fall semester).☆42Updated 4 years ago
- Official implementation of the paper "Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs"☆21Updated last year
- Spatio-Temporal Graph Convolutional Networks☆110Updated 5 years ago
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆43Updated last year
- implementation segmentation of urban areas using road network 自动生成自然街区(交通小区)☆42Updated 6 years ago
- Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic☆133Updated last year
- Repo for Predicting Livelihood Indicators from Community-Generated Street-Level Imagery (AAAI21).☆20Updated 2 years ago
- ☆15Updated 8 months ago
- Data and codes for MetroGAN☆16Updated last month
- Sensing soundscapes from street view imagery☆27Updated 2 years ago
- ☆20Updated last year