gengchenmai / space2vecLinks
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 .
☆137Updated 3 years ago
Alternatives and similar repositories for space2vec
Users that are interested in space2vec are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of the Loc2Vec with some modifications for speed☆55Updated 6 years ago
- PyTorch implementation of the paper "Positional Encoder Graph Neural Networks for Geographic Data"☆60Updated 2 years ago
- ☆81Updated last month
- A graph convolutional neural network for classification of building patterns using spatial vector data☆72Updated 5 years ago
- The code and documentation for geo-contextual multitask embedding learner☆28Updated 4 years ago
- ☆58Updated 7 years ago
- Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic☆153Updated 2 years ago
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆156Updated 3 months ago
- ☆28Updated 8 months ago
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆59Updated 3 years ago
- ☆36Updated 2 years ago
- Learning to Generate Maps from Trajectories (AAAI'20)☆55Updated 5 years ago
- Clustering spatial points with algorithm of Fast Search, high performace computing implements of CUDA or parallel in CPU, and runnable im…☆40Updated 7 years ago
- Place2Vec ground truth dataset☆29Updated 7 years ago
- Course materials for big data and urban computing (2020 fall semester).☆43Updated 5 years ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆113Updated 4 years ago
- Repository for the paper "Unsupervised Representation Learning of Spatial Data via Multimodal Embedding"☆12Updated 6 years ago
- ☆47Updated 3 years ago
- An implementation of ST-DBScan algorithm using Python language☆147Updated 5 years ago
- NeuroTPR: a Neuro-net ToPonym Recognition model for extracting locations from social media messages☆21Updated 2 years ago
- ☆121Updated 3 years ago
- Data and codes for MetroGAN☆16Updated last year
- implementation segmentation of urban areas using road network 自动生成自然街区（交通小区）☆54Updated 7 years ago
- Repo for Predicting Livelihood Indicators from Community-Generated Street-Level Imagery (AAAI21).☆21Updated 3 years ago
- Sensing soundscapes from street view imagery☆29Updated 3 years ago
- ☆26Updated 2 years ago
- Demo code for the paper -- Spatial interpolation using conditional generative adversarial neural networks☆63Updated 5 years ago
- code for "Trajectory clustering via deep representation learning"☆198Updated 8 years ago
- ☆17Updated 2 years ago
- ST-DBSCAN: Simple and effective tool for spatial-temporal clustering☆162Updated last year