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GitHub topics: spatiotemporal-data

UdayLab/PAMI

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

Language: Jupyter Notebook - Size: 168 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 275 - Forks: 223

TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

Language: Python - Size: 977 KB - Last synced at: 3 days ago - Pushed at: 2 months ago - Stars: 347 - Forks: 37

lqwaw23555/spatiotemporal_data_library

The spatiotemporal_data_library provides an easy way to access and manage diverse Earth observation datasets. 🌍 With this library, users can efficiently work with data from sources like ERA5 and PO.DAAC, streamlining their research process. 🛠️

Language: Python - Size: 36.1 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

tongnie/ImputeFormer

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

Language: Python - Size: 179 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 41 - Forks: 1

im-vishalverma/EI-Spiking-Neural-Network-with-Delay

Belongs to the MSc Physics Thesis of Vishal Verma.

Language: Python - Size: 334 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

polimi-ispl/MAGCRN

Official repository for the paper "Back to the Future: GNN-based NO2 Forecasting via Future Covariates" accepted for publication at the IEEE IGARSS 2024

Language: Python - Size: 10.3 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

mahindrautela/CLARM

Conditional Latent Autoregressive Recurrent Model for spatiotemporal learning

Size: 14 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

tongnie/NexuSQN

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

Language: Python - Size: 2.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

mkln/meshgp

Bayesian spatial regression with Meshed Gaussian Process

Language: C++ - Size: 195 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 0

tongnie/tensor4kriging

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

Language: Python - Size: 12.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

johannesuhl/shapefile2gif

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

Language: Python - Size: 7.51 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 6

most-inesctec/STVS

:framed_picture: SpatioTemporal Visual Storyteller (STVS) :framed_picture:

Language: JavaScript - Size: 510 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0