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 .
☆138Updated 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☆56Updated 6 years ago
- A graph convolutional neural network for classification of building patterns using spatial vector data☆72Updated 4 years ago
- PyTorch implementation of the paper "Positional Encoder Graph Neural Networks for Geographic Data"☆60Updated last year
- ☆37Updated 2 years ago
- ☆81Updated last year
- ☆28Updated 6 months ago
- The code and documentation for geo-contextual multitask embedding learner☆28Updated 4 years ago
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆153Updated last month
- Course materials for big data and urban computing (2020 fall semester).☆43Updated 4 years ago
- Data and codes for MetroGAN☆16Updated 11 months ago
- ☆58Updated 6 years ago
- Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic☆151Updated 2 years ago
- ☆47Updated 3 years ago
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆58Updated 3 years ago
- ☆118Updated 3 years ago
- An implementation of ST-DBScan algorithm using Python language☆147Updated 5 years ago
- Implementation and examples for Tile2Vec☆115Updated last year
- Place2Vec ground truth dataset☆30Updated 6 years ago
- Learning to Generate Maps from Trajectories (AAAI'20)☆55Updated 5 years ago
- Repository for the paper "Unsupervised Representation Learning of Spatial Data via Multimodal Embedding"☆12Updated 6 years ago
- Sensing soundscapes from street view imagery☆29Updated 3 years ago
- implementation segmentation of urban areas using road network 自动生成自然街区（交通小区）☆53Updated 7 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
- NeuroTPR: a Neuro-net ToPonym Recognition model for extracting locations from social media messages☆21Updated 2 years ago
- A machine learning project for learning geospatial topology for the paper on https://arxiv.org/abs/1806.03857☆35Updated 7 years ago
- ☆25Updated 2 years ago
- Spatio-Temporal Graph Convolutional Networks☆110Updated 6 years ago
- trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.☆252Updated this week
- Demo code for the paper -- Spatial interpolation using conditional generative adversarial neural networks☆64Updated 5 years ago
- ☆18Updated last year