surya501 / loc2vecLinks
Pytorch implementation of the Loc2Vec with some modifications for speed
☆55Updated 6 years ago
Alternatives and similar repositories for loc2vec
Users that are interested in loc2vec are comparing it to the libraries listed below
Sorting:
- Gengchen Mai, Krzysztof Janowicz, Bo Yan, Rui Zhu, Ling Cai, Ni Lao. Multi-Scale Representation Learning for Spatial Feature Distribution…☆137Updated 3 years ago
- ST-DBSCAN: Simple and effective tool for spatial-temporal clustering☆162Updated last year
- A machine learning project for learning geospatial topology for the paper on https://arxiv.org/abs/1806.03857☆35Updated 7 years ago
- Place2Vec ground truth dataset☆29Updated 7 years ago
- ☆58Updated 7 years ago
- PyTorch implementation of the paper "Positional Encoder Graph Neural Networks for Geographic Data"☆60Updated 2 years ago
- Implementation and examples for Tile2Vec☆115Updated 2 years ago
- A graph convolutional neural network for classification of building patterns using spatial vector data☆72Updated 5 years ago
- An implementation of ST-DBScan algorithm using Python language☆147Updated 5 years ago
- POI2Vec: Geographical Latent Representation for Predicting Future Visitors☆45Updated 7 years ago
- 🌇 Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks☆19Updated 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
- Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"☆121Updated 6 years ago
- Implementation for the paper "Extrapolating paths with graph neural networks"☆37Updated 5 years ago
- Gengchen Mai, Krzysztof Janowicz, Ling Cai, Rui Zhu, Blake Regalia, Bo Yan, Meilin Shi, Ni Lao. SE-KGE: A Location-Aware Knowledge Graph …☆24Updated 3 years ago
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆156Updated 3 months ago
- An object-oriented Agent Based Model for land use/land cover change and multisector dynamics☆18Updated last year
- ☆137Updated 7 years ago
- Python implementation of GEO-BLEU, a similarity evaluation method for trajectories☆42Updated 5 months ago
- Repo for the material used during conference tutorial and talks☆65Updated 3 years ago
- GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale☆511Updated 2 years ago
- ☆17Updated 2 years ago
- ☆137Updated 8 years ago
- Repo for EMNLP23 paper "GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding"☆32Updated last year
- ☆38Updated 3 years ago
- ☆47Updated 3 years ago
- trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.☆257Updated 3 weeks ago
- ☆26Updated 2 years ago
- Trajectory Mining Library☆47Updated 5 years ago
- Repo for Predicting Livelihood Indicators from Community-Generated Street-Level Imagery (AAAI21).☆21Updated 3 years ago