spatiotemporal-data

Here are 18 public repositories matching this topic...

TorchSpatiotemporal / tsl

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

Updated Jul 27, 2026
Python

UdayLab / PAMI

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PAMI is a Python library containing 100+ algorithms to discover useful patterns in various databases across multiple computing platforms. (Active)

python pattern-recognition spatial-data frequent-pattern-mining periodicity frequent-itemsets stream-mining pattern-mining frequent-subgraphs sequence-mining spatiotemporal-data-analysis spatiotemporal-data periodic-patterns

Updated Aug 2, 2026
Jupyter Notebook

tongnie / ImputeFormer

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[KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"

transformers missing-data low-rank-factorization data-imputation time-series-imputation spatiotemporal-data

Updated May 8, 2025
Python

Given a shapefile with time-annotated vector objects (e.g., building footprints + construction year), this script will automatically create an animated GIF illustrating the dynamics for a user-specified period of time

animation pil data-visualization shapefile gif-creator gif-animation geopandas spatiotemporal-data-analysis spatiotemporal-data

Updated Dec 28, 2022
Python

tongnie / NexuSQN

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Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''

time-series-forecasting urban-computing spatiotemporal-data mlp-mixer simple-yet-effective

Updated Apr 30, 2024
Python

tongnie / tensor4kriging

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Laplacian-enhanced tensor learning for large-scale spatiotemporal traffic data kriging (estimation)

kriging tensor-completion spatiotemporal-data traffic-speed-estimation large-scale-data traffic-data-imputation

Updated Jun 15, 2023
Python

mahindrautela / CLARM

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Conditional Latent Autoregressive Recurrent Model (CLARM) for learning spatiotemporal dynamics

forecasting conditional-vae accelerator-physics lstms spatiotemporal-data autoregressive-model generative-ai

Updated Sep 27, 2024

mkln / meshgp

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Bayesian spatial regression with Meshed Gaussian Process

bayesian mcmc gaussian-processes multivariate-regression spatiotemporal-data

Updated Jun 11, 2021
C++

zd87pl / loci-db

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AI memory for the physical world — 4D spatiotemporal vector database that remembers where things were, not just what's visible now. Hilbert bucketing · temporal sharding · predict-then-retrieve · novelty detection.

python nlp ai robotics memory knowledge-base hilbert-curve semantic-search rag world-models vector-database spatiotemporal-data vision-language-model agentic ai-memory agent-memory v-jepa2 loci-db

Updated Jul 22, 2026
Python

mrfoliveira / STEvaluation-MDPI2021

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"Evaluation procedures for forecasting with spatio-temporal data" -- Mathematics (MDPI) 2021

evaluation cross-validation regression forecasting evaluation-framework spatiotemporal-forecasting spatiotemporal-data evaluation-procedures

Updated Apr 6, 2021
R

polimi-ispl / MAGCRN

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Official repository for the paper "Back to the Future: GNN-based NO2 Forecasting via Future Covariates" , IGARSS 2024

urban-computing graph-neural-networks spatiotemporal-data air-quality-forecasting graph-based-forecasting

Updated Sep 9, 2024
Python

openfluids / openmodalpy

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A unified Python workflow for POD, MPOD, DMD, SPOD, PSD-POD, BSMD, and ST-POD on spatiotemporal data

python pod fluid-dynamics dmd coherent-structures spod spatiotemporal-data scientific-python modal-decomposition bsmd stpod

Updated Aug 27, 2026
Python

fobos123deimos / teach

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Interactive benchmark for comparing trajectory embeddings through intrinsic and extrinsic evaluation for location prediction.

python nlp benchmark machine-learning representation-learning embedding-models trajectory-analysis trajectory-prediction voila location-prediction trajectory-embedding mobility-data spatiotemporal-data interactive-dashboard geospatial-analysi

Updated Aug 1, 2026
Jupyter Notebook

adityahere7 / kansas-crash-data-kcars

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Reproducible pipeline for cleaning Kansas crash records (KCARS/KORA, 2013-2024) into ML- and geospatial-analysis-ready data for traffic safety research. Includes sample dataset, full documentation, and an interactive filter tool.

data-science machine-learning deep-learning open-data autonomous-vehicles kansas geospatial-analysis civil-engineering transportation-safety public-safety road-safety traffic-safety crash-data spatiotemporal-data crash-prediction

Updated Aug 25, 2026
Jupyter Notebook

pramit2020 / WGAN-for-estimation-in-ST-Hawkes-process-with-missingness

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This is the GitHub repository for the preprint https://arxiv.org/pdf/2502.07111.

wasserstein-gan predictive-policing hawkes-process spatiotemporal-data

Updated Jun 5, 2025
R

svonmammen / agnostic-observers

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Pattern specifications: evolving phase-aware observers for agnostic structure discovery in spatiotemporal fields (JSA submission) — code, experiments, results

cellular-automata pattern-recognition evolutionary-computation self-organization organic-computing spatiotemporal-data