topics of interest for college research
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Jul 18, 2020
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spatial-temporal-data
Here are 12 public repositories matching this topic...
WAY: Estimation of Vessel Destination in Worldwide AIS Trajectory, IEEE Transactions on Aerospace and Electronic Systems (2023)
trajectory-analysis spatial-data-analysis ais-data spatial-temporal-forecasting spatial-temporal-data long-term-prediction destination-prediction
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Dec 17, 2025 - Python
Julia package for calculating Empirical Orthogonal Functions from spatiotemporal datasets.
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Jan 14, 2022 - Julia
This repository offers code to reuse methodology and repeat experiments in the study "Structure-preserving contrastive learning for spatial time series".
time-series representation-learning contrastive-learning spatial-temporal-data structure-preservation
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Oct 29, 2025 - Python
Code for JAG 2022 paper "Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data"
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Jan 21, 2023 - Python
A diffusion-based framework for spatio-temporal point processes
point-processes spatial-temporal-forecasting diffusion-models spatial-temporal-data spatio-temporal-point-processes
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Mar 25, 2024 - Python
codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction
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Jun 10, 2022 - Python
[TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
time-series time-series-forecasting graph-neural-networks spatial-temporal-forecasting spatial-temporal-data neural-odes
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Nov 10, 2022 - Python
PyMove is a Python library to simplify queries and visualization of trajectories and other spatial-temporal data
visualization python python-library data-visualization trajectory-analysis trajectories spatial-temporal-data
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Oct 18, 2022 - Jupyter Notebook
A survey and paper list of current Spatio-Temporal Foundation Models from the pipeline perspective with awesome resources (paper, code, survey, etc.).
spatial-data spatio-temporal spatio-temporal-analysis time-series-analysis spatio-temporal-data spatio-temporal-modeling spatio-temporal-prediction spatio-temporal-graph spatial-temporal-data foundation-models
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Jun 10, 2025
A comprehesive survey about foundation models for weather and cliamte data understanding.
weather machine-learning deep-learning climate dataset semi-supervised-learning representation-learning climate-change time-series-analysis self-supervised-learning spatial-temporal-forecasting spatial-temporal-data foundation-models ai4science large-language-models ai4earth weather-forecsating weather-forecating weather-and-climate-understanding largemodel
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Feb 3, 2025
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
awesome time-series survey time-series-analysis temporal-data time-series-classification time-series-forecasting graph-neural-networks dynamic-graphs spatial-temporal-forecasting temporal-graphs time-series-anomaly-detection time-series-imputation spatial-temporal-data graph-structure-learning
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Aug 9, 2024
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