Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
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Dec 9, 2024 - Python
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spatiotemporal-forecasting
Here are 38 public repositories matching this topic...
tsl: a PyTorch library for processing spatiotemporal data.
deep-learning pytorch spatiotemporal spatio-temporal spatio-temporal-analysis spatio-temporal-data temporal-data spatio-temporal-prediction graph-neural-networks gnn spatiotemporal-forecasting spatio-temporal-graph temporal-graphs spatiotemporal-data-analysis spatiotemporal-data
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Jul 27, 2026 - Python
[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
machine-learning deep-learning pytorch diffusion probabilistic-forecasting neurips spatiotemporal-forecasting diffusion-models pytorch-lightning ensemble-forecasts neurips-2023
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Oct 27, 2025 - Python
About Code release for "Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models" (ICLR 2025)
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Jul 5, 2025 - Python
Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"
forecasting time-series-analysis graph-neural-networks spatiotemporal-forecasting neural-differential-equations
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Jan 11, 2024 - Python
STF: A beginner-friendly Spatio-Temporal Forecasting framework for video prediction and radar extrapolation. Includes ConvLSTM, PredRNN, SimVP, UNet, STLight, etc...
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Feb 28, 2026 - Python
(Journal of Hydrology 2026) Large-scale urban flood modeling and zero-shot high-resolution generalization with LarNO
deeplearning spatio-temporal spatio-temporal-modeling spatio-temporal-prediction spatiotemporal-forecasting flood-forecasting urbanflood floodprediction neuraloperator floodmodeling
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Jun 8, 2026 - Python
An R package for species geographical distribution and abundance modelling at high spatiotemporal resolution
googledrive spatiotemporal species-distribution-modelling sdm google-earth-engine species-distributions spatiotemporal-forecasting spatiotemporal-data-analysis dynamicsdm
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Jul 14, 2025 - R
UQGNN: Uncertainty Quantification of Graph Neural Networks for Multivariate Spatiotemporal Prediction (ACM SIGSPATIAL 2025)
deep-learning pytorch uncertainty-quantification urban-computing graph-neural-networks probabilistic-forecasting spatiotemporal-forecasting multivariate-time-series spatiotemporal-prediction sigspatial
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Sep 4, 2026 - Python
Code, logs, and final models for SIGSPATIAL SpatialEpi '22: Spatiotemporal Disease Case Prediction using Contrastive Predictive Coding.
time-series prediction forecasting spatiotemporal metropolis-hastings contrastive-predictive-coding spatiotemporal-forecasting mobility-data covid-19
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Sep 9, 2024 - Python
Julia implementation of cross-scale reservoir computing for high-dimensional spatiotemporal forecasting. Validated on global sea-surface temperature and chaotic dynamics, achieving low error forecasts up to 8 Lyapunov times on Kuramoto-Sivashinsky. Neurocomputing (2026).
machine-learning julia physics recurrent-neural-networks scientific-computing dynamical-systems reservoir-computing climate-science time-series-forecasting spatiotemporal-forecasting scientific-machine-learning kuramoto-sivashinsky multiscale-modeling echo-state-network sea-surface-te
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Jul 10, 2026 - Julia
"Evaluation procedures for forecasting with spatio-temporal data" -- Mathematics (MDPI) 2021
evaluation cross-validation regression forecasting evaluation-framework spatiotemporal-forecasting spatiotemporal-data evaluation-procedures
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Apr 6, 2021 - R
Deep learning model for forecasting the spatiotemporal evolution of fluid-induced microearthquakes
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Jan 14, 2026 - Python
Neural Cellular Automata For Large Scale Spatio-Temporal Forecasting
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May 29, 2025 - Jupyter Notebook
GNN for spatiotemporal Forecasting using Extreme Value Theory
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Jul 28, 2024 - R
code for "Spatiotemporal Predictive Models for Irregularly Sampled Time Series"
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Jun 20, 2024 - Python
Repository ini berisi partisipasi saya dalam kompetisi ADIKARA 2024 - Data Mining Competition. Repository ini terkait mengembangkan model prediksi Food Price Index menggunakan dataset spatiotemporal.
machine-learning kaggle-competition predictive-modeling datamining dataanalysis spatiotemporal-forecasting
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Dec 22, 2024 - Jupyter Notebook
Official repository for "IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model" (2024 IEEE CAMAD)
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Dec 8, 2025 - Jupyter Notebook
Experimental evaluation of one baseline LSTM and two spatiotemporal models---STGCN and GCN-LSTM---for traffic forecasting using the PEMS-BAY dataset.
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Mar 27, 2026 - Jupyter Notebook
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
visualization finance spider multi-agent knowledge-graph data-extraction paper-writing agents quantitative-trading data-governance spatiotemporal-forecasting information-integration spatiotemporal-data-analysis research-agent medical-research-agent time-series-forecasting-pipeline paper-writing-agent
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Aug 13, 2026 - Python
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