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Search results for spatiotemporal data analysis

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12 search results found

tsl: a PyTorch library for processing spatiotemporal data.

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

Code for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks"

Shapefile2gif ⭐ 26

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

Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）

Stconvs2s ⭐ 24

Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevier)

Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)

Soccercpd ⭐ 15

Source code for "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data"

Autostpp ⭐ 11

Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efﬁcient, non-parametric inference of point process. It is capable of learning complicated underlying intensity functions, like a damped sine wave.

Ballradar ⭐ 7

Source code for "Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM"

Neural Flows ⭐ 7

Estimation, analysis and decomposition of brainwave spatiotemporal dynamics

SpatioTemporal Features eXtractor: a tool for change detection on spatiotemporal phenomena

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Python Spatiotemporal Data Analysis (4)

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