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spatio-temporal-analysis

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pytorch_geometric_temporal

benedekrozemberczki /pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

deep-learning network-science pytorch temporal-networks spatial-analysis spatial-data spatiotemporal network-embedding spatio-temporal-analysis graph-convolutional-networks gcn spatio-temporal-data temporal-data graph-embedding graph-neural-networks node-embedding graph-convolution gnn temporal-graphs

UpdatedJul 17, 2025
Python

NVIDIA /MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

computer-vision deep-learning neural-network cuda high-dimensional-data pytorch convolutional-neural-networks auto-differentiation semantic-segmentation space-time spatio-temporal-analysis 3d-vision 3d-convolutional-network sparse-tensors sparse-convolution high-dimensional-inference trilateral-filter 4d-convolutional-neural-network minkowski-engine sparse-tensor-network

UpdatedMar 5, 2024
Python

qingsongedu /awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

machine-learning data-mining awesome tutorial timeseries deep-learning signal-processing forecasting classification awesome-list missing-data anomalydetection temporal-models spatio-temporal-analysis timeseries-analysis timeseriesclassification timeseries-forecasting changepoint-detection timeseries-prediction temporal-point-processes

UpdatedApr 6, 2024

GeoTorchAI

wherobots /GeoTorchAI

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

deep-neural-networks deep-learning raster-data spatial-data-analysis prediction-model spatio-temporal-analysis sequence-models satellite-images spatio-temporal-prediction classification-model segmentation-models st-resnet spatio-temporal-models convlstm-pytorch deepsat satellite-classification

UpdatedOct 22, 2023
Jupyter Notebook

tsl

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

UpdatedJul 3, 2025
Python

chrischoy /SpatioTemporalSegmentation

4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)

convolutional-neural-network semantic-segmentation 3d cvpr spatio-temporal-analysis 3d-vision scannet minkowski-engine

UpdatedDec 5, 2022
Python

DAMO-DI-ML /AI-for-Time-Series-Papers-Tutorials-Surveys

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

data-science machine-learning data-mining ai deep-learning time-series forecasting spatio-temporal-analysis anomaly-detection temporal-data temporal-point-processes

UpdatedJun 10, 2022

eren-ck /st_dbscan

ST-DBSCAN: Simple and effective tool for spatial-temporal clustering

clustering spatio-temporal spatio-temporal-analysis dbscan-clustering

UpdatedFeb 8, 2025
Python

Chen-Yang-Liu /Awesome-RS-SpatioTemporal-VLMs

🔥Remote Sensing Spatio-Temporal Vision-Language Models: A Comprehensive Survey

remote-sensing spatio-temporal-analysis vision-language foundation-models large-language-models change-detetion

UpdatedJul 5, 2025

LMissher /Awesome-Spatio-Temporal-Foundation-Models

A survey and paper list of current Spatio-Temporal Foundation Models from the pipeline perspective with awesome resources (paper, code, survey, etc.).

spatial-data spatio-temporal spatio-temporal-analysis time-series-analysis spatio-temporal-data spatio-temporal-modeling spatio-temporal-prediction spatio-temporal-graph spatial-temporal-data foundation-models

UpdatedJun 10, 2025

NickHan-cs /Spatio-Temporal-Data-Mining-Survey

Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.

map-matching trajectory-analysis trajectory spatio-temporal spatio-temporal-analysis spatio-temporal-data traffic-prediction trajectory-prediction spatio-temporal-prediction federated-learning traffic-signal-control estimated-time-of-arrival wind-power-forecasting spatio-temporal-representation

UpdatedJul 2, 2024

aa-samad /conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

deep-learning cnn pytorch convolutional-neural-networks neuromorphic cifar10 spatio-temporal-analysis snn

UpdatedOct 22, 2020
Python

GIScience /oshdb

OpenStreetMap History Data Analysis Framework

openstreetmap osm openstreetmap-data spatio-temporal-analysis osm-data openstreetmap-history ohsome osm-history-data openstreetmap-history-data oshdb heigit

UpdatedMar 14, 2025
Java

laura-wang /video_repres_mas

code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics

video tensorflow action-recognition spatio-temporal-analysis self-supervised-learning cvpr2019

UpdatedFeb 9, 2021
Python

rbhatia46 /Spatio-Temporal-DBSCAN

Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example could be GPS trajectories collected using mobile devices.

clustering dbscan spatio-temporal-analysis

UpdatedAug 20, 2020
Python

WayneGitShell /GWSDAT

GroundWater Spatiotemporal Data Analysis Tool (GWSDAT) R-Shiny implementation.

shiny plume spatio-temporal-analysis groundwater-flow contamination-detection

UpdatedJul 16, 2025
R

dbvis-ukon /movekit

Simple and effective tools for the analysis of movement data

movement-data spatio-temporal-analysis spatio-temporal-data collective-behaviour

UpdatedMar 6, 2023
Python

chenyangkang /stemflow

A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)

machine-learning big-data geospatial ebird movement-ecology movement ecology spatiotemporal biodiversity animal spatio-temporal-analysis animal-movement biogeography ecology-modelling ornithology species-distribution-modeling bird-migration spatiotemporal-dynamics adaptive-spatio-temporal-exploratory-model bird-survey

UpdatedMay 15, 2025
Python

lmarabi /st-hadoop

ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently

spatial indexing spatial-analysis mapreduce spatial-index spatiotemporal temporal spatial-data-analysis 3d spatio-temproal spatio-temporal temporal-analysis spatio-temporal-analysis spatialhadoop

UpdatedMar 1, 2019
Java

lnferreira /chronnets

A network-based model for spatiotemporal data analysis

network-science pattern-recognition complex-networks graph-mining spatio-temporal-analysis chronnet

UpdatedDec 1, 2021
R

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