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spatio-temporal-analysis

Here are 89 public repositories matching this topic...

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

Updated Oct 14, 2024
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

Updated Mar 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

Updated Apr 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

Updated Oct 22, 2023
Jupyter Notebook

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

Updated Dec 5, 2022
Python

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

Updated Nov 13, 2024
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

Updated Jun 10, 2022

eren-ck / st_dbscan

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

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

Updated Jul 30, 2024
Python

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

Updated Oct 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

Updated Jun 28, 2024
Java

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

Updated Jul 2, 2024

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

Updated Feb 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

Updated Aug 20, 2020
Python

WayneGitShell / GWSDAT

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

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

Updated Oct 3, 2024
R

dbvis-ukon / movekit

Simple and effective tools for the analysis of movement data

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

Updated Mar 6, 2023
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

Updated Mar 1, 2019
Java

eren-ck / st_optics

ST-OPTICS: Spatio-temporal clustering based on OPTICS

clustering optics spatio-temporal spatio-temporal-analysis spatio-temporal-data optics-clustering spatio-temporal-modeling

Updated Jul 19, 2021
Python

lnferreira / chronnets

A network-based model for spatiotemporal data analysis

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

Updated Dec 1, 2021
R

chenyangkang / stemflow

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

Updated Nov 20, 2024
Python

AaltoPML / spatiotemporal-graph-kernels

The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.

machine-learning graphs gaussian-processes spatio-temporal-analysis graph-neural-networks

Updated Jun 2, 2022
Python

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