tufts-ml / KCNLinks
Kriging Convolutional Networks (KCN) in Tensoflow
☆49Updated 2 years ago
Alternatives and similar repositories for KCN
Users that are interested in KCN are comparing it to the libraries listed below
Sorting:
- ☆125Updated 2 years ago
- Demo code for the paper -- Spatial interpolation using conditional generative adversarial neural networks☆64Updated 5 years ago
- ☆30Updated 2 years ago
- ☆15Updated 6 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆37Updated 2 years ago
- SATCN for Kriging☆16Updated 3 years ago
- ☆63Updated 3 years ago
- PyTorch implementation of the paper "Positional Encoder Graph Neural Networks for Geographic Data"☆60Updated last year
- ☆82Updated last month
- ☆48Updated 5 months ago
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆14Updated 9 months ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Updated 5 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆16Updated 2 years ago
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆59Updated 3 years ago
- Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum…☆52Updated 5 years ago
- Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression. (IEEE TKDE'24)☆22Updated last year
- Code accompanying our NeurIPS 2022 traffic4cast challenge☆82Updated 2 years ago
- Uncertainty Quantification for Deep Spatiotemporal Forecasting☆24Updated last year
- Data and code for paper 'Quantifying urban areas with multi-source data based on percolation theory' (RSE)☆15Updated 5 years ago
- Modifications to Graph Wavenet☆110Updated 6 years ago
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆210Updated 7 months ago
- Tensor decomposition for machine learning (w/ Python implementation)☆226Updated last year
- Generative Adversarial Imputation Networks (GAIN) Pytorch version☆29Updated 7 years ago
- ☆35Updated 6 years ago
- ☆58Updated 7 years ago
- The code and documentation for geo-contextual multitask embedding learner☆28Updated 4 years ago
- Graph Imputation Neural Network☆79Updated 5 years ago
- Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncerta…☆45Updated last year
- A hydraulic surrogate model and real-time control methods of urban drainage networks.☆32Updated last week
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆36Updated last year