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The Top 12 Spatiotemporal Data Analysis Open Source Projects

Open source projects categorized as Spatiotemporal Data Analysis
Categories > Spatiotemporal Data Analysis
Tsl ⭐ 176
tsl: a PyTorch library for processing spatiotemporal data.
total releases 7most recent commit 5 months ago
Pami ⭐ 139
PAMI is a Python library containing 100+ algorithms to discover useful patterns in various databases across multiple computing platforms. (Active)
dependent packages 8total releases 208most recent commit 5 months agopypi pami} Downloads
Grin ⭐ 36
Code for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks"
most recent commit 2 years ago
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
most recent commit a year ago
Affgcn ⭐ 25
Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）
most recent commit 6 months ago
Stconvs2s ⭐ 24
Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevier)
most recent commit 3 years ago
Spin ⭐ 19
Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)
most recent commit a year ago
Soccercpd ⭐ 15
Source code for "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data"
most recent commit a year ago
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.
most recent commit 8 months ago
Ballradar ⭐ 7
Source code for "Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM"
most recent commit a year ago
Neural Flows ⭐ 7
Estimation, analysis and decomposition of brainwave spatiotemporal dynamics
most recent commit 3 years ago
Stfx ⭐ 5
SpatioTemporal Features eXtractor: a tool for change detection on spatiotemporal phenomena
most recent commit 3 years ago
The 2 Latest Releases In Spatiotemporal Data Analysis Open Source Projects
Tsl ⭐ 176
tsl: a PyTorch library for processing spatiotemporal data.
total releases 7latest release August 18, 2023most recent commit 5 months ago
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